{"id":1809,"date":"2022-04-28T13:20:48","date_gmt":"2022-04-28T13:20:48","guid":{"rendered":"https:\/\/www.marekrei.com\/blog\/?p=1809"},"modified":"2022-04-28T13:20:49","modified_gmt":"2022-04-28T13:20:49","slug":"ml-and-nlp-publications-in-2021","status":"publish","type":"post","link":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/","title":{"rendered":"ML and NLP Publications in 2021"},"content":{"rendered":"<p><script>\nfunction scaleBarGraph(data, limit) {\n  for (i = 0; i < data.length; i++){\n    data[i].x = data[i].x.slice(0,limit);\n    data[i].y = data[i].y.slice(0,limit);\n  }\n}\nfunction scaleLineGraph(data, limit) {\n  data.splice(limit,1000);\n}\nvar badkeys = [\"Yang Liu\", \"Yang Li\", \"Hao Zhang\"]; \/\/ As far as I can tell, there are two or more researchers publishing under these names. So removing them from the list.\nfunction fixBarGraph(data){\n  for (var i = 0; i < data.length; i++){\n    for (var j = 0; j < badkeys.length; j++){ var ix = data[i].x.indexOf(badkeys[j]); if (ix >= 0){\n        data[i].x.splice(ix, 1);\n        data[i].y.splice(ix, 1);\n      }\n    }\n  }\n}\nfunction fixLineGraph(data){\n  for (var j = 0; j < badkeys.length; j++){\n    for (var i = 0; i < data.length; i++){\n      if (data[i].text == badkeys[j]){\n        data.splice(i, 1);\n        break;\n      }\n    }\n  }\n}\nfunction removeZeroEntriesOfLineGraph(data){\n    \/\/ Removing entries with zeros\n    for (var i = 0; i < data.length; i++){\n        for (var j = 0; j < data[i].x.length; j++){\n            if(data[i].y[j] == 0.0 || data[i].y[j] == 0){\n                console.log(data[i].x[j]);\n                data[i].y.splice(j, 1);\n                data[i].x.splice(j, 1);\n                j--;\n            }\n        }\n    }\n}\n<\/script><\/p>\n<p>I am sharing here the yearly paper analysis for 2021, containing statistics about ML and NLP publications from the past year. It has arrived later than in previous years - preparing it this time took quite a bit longer than intended. The new data required some manual cleaning and updating of the pipeline, which meant the analysis got delayed quite a bit. But finally, here it is now. :)<\/p>\n<p>The analysis of the papers is done using a series of automated tools. These processes are not perfect so some noise and errors may occur. Some authors have also recently started releasing their papers in an obfuscated form for some reason, preventing any copying or automated extraction of the content, so these have had to be excluded from some of the analysis. But overall, each year the pipeline gets a bit better and the bugs from previous years get fixed, so it should provide a good picture of the field.<\/p>\n<p>Many thanks to <a href=\"https:\/\/scholar.google.ca\/citations?user=eNFB3fgAAAAJ&#038;hl=en\">Chen Cecilia Liu<\/a> and <a href=\"https:\/\/twitter.com\/PfeiffJo\">Jonas Pfeiffer<\/a> for their help with matching organizations to countries!<\/p>\n<p>This post isn't meant to glorify publishing huge amounts of papers. Quality is definitely more important than quantity. In fact, I think our field has gotten too focused on publishing rapidly in large quantities, which tends to give an advantage to quick iterative papers over thorough groundbreaking ideas. The aim of this analysis is just to provide a bit of a higher-level view of what is happening in the field, which institutions are currently the major players and which researchers have the largest groups.<\/p>\n<h2>Venues<\/h2>\n<p>Let's start by looking at the conferences themselves. The publication numbers for most of the conferences again kept going up and breaking new records. One exception seems to be ACL - this is likely due to a heavier use of the Findings format, which I didn't include in these statistics. AAAI seems to be almost levelling out, whereas NeurIPS still keeps a steady growth rate. COLING and AACL did not take place in 2021, but both EACL and NAACL did.<\/p>\n<div id=\"myplot_graph2021_all_source_year\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_source_year_0 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [187, 328, 286, 318, 328, 302, 381, 660, 778, 710, ],\n  text: \"ACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_1 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [139, 205, 226, 312, 264, 323, 549, 681, 751, 899, ],\n  text: \"EMNLP\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_2 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [97, 140, 0, 186, 181, 0, 357, 451, 0, 477, ],\n  text: \"NAACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_3 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [85, 0, 124, 0, 0, 239, 0, 0, 0, 326, ],\n  text: \"EACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_4 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 92, 0, ],\n  text: \"AACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_5 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [332, 0, 221, 0, 337, 0, 330, 0, 612, 0, ],\n  text: \"COLING\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_6 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 25, 20, 38, 31, 45, 56, 97, 53, 52, ],\n  text: \"CoNLL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_7 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 35, 43, 42, 39, 37, 48, 45, 46, 93, ],\n  text: \"TACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_8 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [36, 35, 35, 33, 31, 28, 34, 18, 22, 29, ],\n  text: \"CL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_9 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [368, 360, 411, 403, 569, 679, 1009, 1427, 1898, 2334, ],\n  text: \"NeurIPS\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_10 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [243, 283, 310, 270, 322, 434, 621, 773, 1085, 1183, ],\n  text: \"ICML\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_11 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 23, 34, 42, 80, 198, 336, 502, 687, 860, ],\n  text: \"ICLR\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_12 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [311, 202, 398, 538, 548, 639, 937, 1147, 1610, 1654, ],\n  text: \"AAAI\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar data_graph2021_all_source_year = [trace_graph2021_all_source_year_0, trace_graph2021_all_source_year_1, trace_graph2021_all_source_year_2, trace_graph2021_all_source_year_3, trace_graph2021_all_source_year_4, trace_graph2021_all_source_year_5, trace_graph2021_all_source_year_6, trace_graph2021_all_source_year_7, trace_graph2021_all_source_year_8, trace_graph2021_all_source_year_9, trace_graph2021_all_source_year_10, trace_graph2021_all_source_year_11, trace_graph2021_all_source_year_12];\nfixLineGraph(data_graph2021_all_source_year);\nscaleLineGraph(data_graph2021_all_source_year, 15);\nPlotly.newPlot('myplot_graph2021_all_source_year', data_graph2021_all_source_year, {margin: { l: 40, r: 0, b: 100, t: 0, pad: 4 }, showlegend: false, showticklabels: true, xaxis:{autotick: false}});\n<\/script><\/p>\n<h2>Organizations<\/h2>\n<p>The organization with most published papers in 2021 (by a wide margin) was Google. Microsoft also manages to offer some competition in that space, with CMU, Stanford, Facebook and MIT ranking after that. Microsoft, CAS, Amazon, Tencent, Cambridge, Washington and Alibaba stand out as having quite a large proportion of papers at NLP conferences, whereas the other top organizations seem to focus mostly on ML venues. <\/p>\n<div id=\"myplot_graph2021_last_org_source\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_org_source_0 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [41, 54, 36, 16, 10, 26, 48, 17, 96, 55, 19, 14, 52, 23, 5, 17, 63, 19, 29, 38, 44, 7, 15, 15, 45, 13, 15, 29, 31, 25, 7, 58, 10, 13, 23, 22, 9, 5, 33, 3, 34, 43, 12, 6, 20, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_1 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [91, 44, 49, 53, 39, 39, 33, 47, 11, 16, 10, 30, 9, 23, 21, 24, 7, 17, 17, 15, 6, 19, 11, 28, 12, 18, 19, 21, 10, 13, 16, 1, 7, 11, 14, 16, 6, 12, 8, 19, 5, 1, 14, 5, 4, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_2 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [96, 58, 49, 56, 46, 54, 19, 54, 11, 24, 26, 47, 10, 32, 14, 20, 9, 18, 19, 15, 14, 44, 14, 27, 16, 21, 21, 15, 16, 8, 20, 10, 23, 10, 11, 16, 2, 24, 6, 19, 6, 5, 12, 20, 5, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_3 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [189, 112, 87, 115, 90, 121, 95, 101, 36, 62, 43, 69, 23, 81, 53, 45, 20, 60, 43, 33, 39, 51, 45, 55, 34, 47, 49, 44, 40, 25, 43, 18, 51, 16, 24, 35, 10, 48, 21, 38, 23, 30, 28, 44, 19, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_4 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [3, 1, 0, 2, 0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 4, 1, 2, 0, 1, 0, 0, 1, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_5 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [12, 3, 10, 4, 4, 1, 1, 2, 0, 0, 2, 4, 0, 1, 5, 2, 0, 0, 4, 1, 2, 1, 2, 2, 1, 4, 2, 0, 1, 1, 0, 1, 2, 4, 2, 0, 10, 0, 1, 1, 0, 0, 1, 1, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_6 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [2, 1, 2, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 2, 1, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 2, 0, 2, 1, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 1, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_7 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [14, 7, 13, 4, 18, 3, 1, 0, 2, 3, 21, 0, 3, 2, 12, 4, 0, 5, 1, 5, 2, 1, 9, 4, 1, 4, 0, 0, 1, 2, 5, 0, 2, 6, 3, 0, 8, 4, 2, 4, 1, 0, 1, 1, 1, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_8 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [26, 40, 26, 18, 21, 8, 7, 9, 6, 11, 21, 2, 10, 4, 12, 11, 7, 15, 8, 10, 3, 7, 14, 0, 4, 6, 7, 4, 5, 12, 3, 3, 0, 9, 9, 4, 12, 1, 4, 3, 5, 2, 8, 5, 7, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_9 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [38, 43, 32, 14, 24, 11, 28, 8, 30, 22, 35, 7, 24, 2, 22, 25, 23, 15, 18, 19, 21, 7, 15, 3, 10, 9, 6, 11, 7, 21, 13, 11, 7, 22, 10, 4, 31, 2, 8, 3, 9, 5, 11, 5, 17, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_org_source_10 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"Tsinghua University\", \"UC Berkeley\", \"Chinese Academy of Sciences\", \"Peking University\", \"Amazon\", \"DeepMind\", \"Tencent\", \"University of Oxford\", \"University of Cambridge\", \"University of Washington\", \"Alibaba AI Labs\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Huawei\", \"Princeton University\", \"Columbia University\", \"University of Toronto\", \"Shanghai Jiao Tong University\", \"ETH Z\u00fcrich\", \"University of Texas at Austin\", \"Korea Advanced Institute of Science and Technology\", \"National University of Singapore\", \"University of Southern California\", \"New York University\", \"Zhejiang University\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Edinburgh\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"INRIA\", \"The Chinese University of Hong Kong\", \"University College London\", \"Nanyang Technological University\", \"Nanjing University\", \"University of Michigan\", \"Cornell University\", \"Fudan University\", ],\n  y: [32, 45, 27, 10, 31, 13, 30, 7, 45, 19, 18, 4, 43, 5, 21, 19, 31, 11, 10, 13, 14, 4, 14, 2, 7, 9, 10, 4, 9, 11, 9, 13, 5, 11, 9, 7, 16, 2, 14, 5, 10, 8, 6, 5, 15, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_org_source = [trace_graph2021_last_org_source_0, trace_graph2021_last_org_source_1, trace_graph2021_last_org_source_2, trace_graph2021_last_org_source_3, trace_graph2021_last_org_source_4, trace_graph2021_last_org_source_5, trace_graph2021_last_org_source_6, trace_graph2021_last_org_source_7, trace_graph2021_last_org_source_8, trace_graph2021_last_org_source_9, trace_graph2021_last_org_source_10];\nfixBarGraph(data_graph2021_last_org_source);\nscaleBarGraph(data_graph2021_last_org_source, 32);\nPlotly.newPlot('myplot_graph2021_last_org_source', data_graph2021_last_org_source, {barmode: 'stack', margin: { l: 30, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<p>Looking at the statistics for the whole period of 2012-2021, Google with 2170 papers has finally overtaken Microsoft with 2013 papers. CMU with 1881 publications is also represented in the top 3 cluster.<\/p>\n<div id=\"myplot_graph2021_all_org_source\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_org_source_0 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [133, 323, 284, 98, 136, 82, 330, 70, 436, 227, 276, 75, 40, 30, 141, 199, 23, 97, 48, 70, 34, 83, 62, 65, 80, 93, 29, 33, 106, 34, 35, 57, 131, 90, 166, 232, 186, 75, 43, 76, 30, 32, 125, 82, 182, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_1 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [339, 141, 156, 144, 143, 164, 77, 171, 20, 52, 43, 55, 162, 65, 85, 20, 62, 59, 36, 29, 29, 40, 32, 94, 39, 65, 18, 76, 35, 29, 28, 48, 26, 32, 13, 7, 36, 40, 28, 31, 43, 17, 19, 30, 8, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_2 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [432, 300, 279, 269, 241, 271, 90, 161, 28, 108, 70, 96, 201, 110, 123, 45, 182, 70, 77, 77, 44, 118, 98, 103, 114, 69, 48, 69, 50, 119, 66, 102, 64, 54, 23, 37, 33, 84, 112, 57, 79, 7, 24, 82, 28, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_3 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [704, 500, 461, 534, 519, 429, 259, 247, 100, 182, 156, 174, 283, 187, 265, 92, 289, 195, 217, 109, 69, 219, 182, 186, 179, 174, 76, 169, 101, 233, 124, 190, 103, 82, 57, 84, 69, 141, 193, 130, 182, 29, 81, 133, 45, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_4 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [12, 12, 12, 11, 6, 3, 2, 5, 4, 7, 6, 4, 3, 20, 1, 2, 2, 3, 6, 0, 22, 4, 2, 2, 7, 0, 5, 1, 4, 2, 8, 1, 3, 4, 0, 0, 1, 2, 1, 1, 0, 2, 1, 0, 1, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_5 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [38, 12, 29, 19, 12, 7, 7, 11, 4, 10, 4, 15, 7, 15, 4, 5, 6, 14, 9, 3, 25, 3, 9, 2, 2, 1, 35, 7, 3, 1, 17, 5, 2, 8, 0, 1, 2, 3, 2, 5, 4, 20, 2, 1, 1, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_6 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [15, 13, 18, 13, 11, 2, 1, 4, 5, 11, 6, 13, 3, 11, 2, 4, 1, 8, 4, 2, 7, 5, 6, 5, 0, 2, 10, 5, 7, 5, 10, 3, 3, 2, 1, 1, 0, 1, 5, 2, 4, 11, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_7 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [27, 59, 35, 12, 8, 7, 37, 21, 74, 57, 60, 13, 1, 35, 4, 20, 7, 15, 17, 23, 12, 7, 4, 8, 2, 1, 7, 6, 6, 15, 16, 3, 22, 9, 16, 8, 20, 1, 5, 9, 2, 3, 14, 0, 9, ],\n  name: 'COLING',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_8 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [2, 9, 0, 0, 2, 1, 8, 3, 3, 2, 3, 0, 0, 0, 1, 6, 1, 1, 0, 4, 2, 1, 1, 0, 0, 1, 2, 4, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, 1, 2, 0, 0, ],\n  name: 'AACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_9 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [25, 22, 26, 9, 7, 2, 1, 23, 4, 21, 5, 9, 1, 27, 4, 3, 4, 5, 18, 22, 30, 4, 4, 8, 0, 5, 21, 7, 2, 8, 10, 4, 1, 7, 1, 0, 2, 1, 5, 3, 8, 9, 3, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_10 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [79, 114, 126, 53, 37, 31, 20, 52, 11, 56, 25, 73, 9, 60, 10, 30, 19, 22, 37, 56, 61, 20, 22, 9, 23, 24, 65, 14, 37, 4, 38, 8, 14, 38, 14, 9, 11, 23, 4, 19, 11, 56, 13, 8, 10, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_11 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [193, 235, 220, 97, 63, 51, 104, 117, 135, 123, 156, 146, 29, 92, 23, 116, 21, 83, 60, 107, 126, 35, 53, 23, 28, 37, 84, 57, 79, 9, 62, 21, 39, 63, 77, 30, 39, 43, 17, 41, 23, 128, 45, 13, 38, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_all_org_source_12 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Tsinghua University\", \"Facebook\", \"Chinese Academy of Sciences\", \"IBM\", \"Peking University\", \"University of Washington\", \"DeepMind\", \"University of Cambridge\", \"University of Oxford\", \"Tencent\", \"Princeton University\", \"University of Illinois\", \"Columbia University\", \"Amazon\", \"University of Edinburgh\", \"University of Texas at Austin\", \"Cornell University\", \"University of Toronto\", \"Harvard University\", \"University of California Los Angeles\", \"Johns Hopkins University\", \"New York University\", \"University of Southern California\", \"INRIA\", \"University of Pennsylvania\", \"ETH Z\u00fcrich\", \"National University of Singapore\", \"University of Maryland\", \"Alibaba AI Labs\", \"Nanjing University\", \"Shanghai Jiao Tong University\", \"Georgia Institute of Technology\", \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\", \"University of Michigan\", \"University College London\", \"Allen Institute for Artificial Intelligence\", \"The Chinese University of Hong Kong\", \"Duke University\", \"Zhejiang University\", ],\n  y: [171, 273, 235, 100, 64, 49, 128, 120, 162, 129, 146, 115, 26, 112, 27, 122, 17, 50, 66, 78, 118, 34, 56, 18, 29, 27, 96, 34, 51, 19, 56, 16, 41, 60, 74, 31, 39, 20, 13, 35, 22, 80, 41, 11, 31, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_all_org_source = [trace_graph2021_all_org_source_0, trace_graph2021_all_org_source_1, trace_graph2021_all_org_source_2, trace_graph2021_all_org_source_3, trace_graph2021_all_org_source_4, trace_graph2021_all_org_source_5, trace_graph2021_all_org_source_6, trace_graph2021_all_org_source_7, trace_graph2021_all_org_source_8, trace_graph2021_all_org_source_9, trace_graph2021_all_org_source_10, trace_graph2021_all_org_source_11, trace_graph2021_all_org_source_12];\nfixBarGraph(data_graph2021_all_org_source);\nscaleBarGraph(data_graph2021_all_org_source, 32);\nPlotly.newPlot('myplot_graph2021_all_org_source', data_graph2021_all_org_source, {barmode: 'stack', margin: { l: 40, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<p>Most of the organizations have also continued to increase their yearly publication count. Google has finally broken their linear acceleration in publication numbers, but still released more papers than ever before. CMU had a plateau last year but has made up for it this year. IBM seems to be the only top organization with a slight downward trajectory, likely related to them selling large parts of Watson recently.<\/p>\n<div id=\"myplot_graph2021_all_org_year\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_org_year_0 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [41, 42, 65, 61, 89, 149, 262, 394, 523, 544, ],\n  text: \"Google\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_1 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [88, 101, 120, 104, 129, 158, 216, 317, 372, 408, ],\n  text: \"Microsoft\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_2 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [83, 98, 112, 122, 144, 172, 228, 295, 296, 331, ],\n  text: \"Carnegie Mellon University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_3 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [52, 69, 77, 70, 98, 109, 143, 189, 259, 293, ],\n  text: \"Stanford University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_4 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [37, 41, 52, 64, 85, 98, 135, 208, 250, 279, ],\n  text: \"Massachusetts Institute of Technology\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_5 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [36, 38, 51, 59, 65, 99, 126, 165, 215, 245, ],\n  text: \"UC Berkeley\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_6 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [26, 16, 36, 51, 67, 67, 132, 167, 240, 262, ],\n  text: \"Tsinghua University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_7 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [11, 12, 13, 29, 49, 68, 109, 191, 239, 284, ],\n  text: \"Facebook\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_8 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [24, 30, 47, 45, 68, 65, 120, 140, 209, 238, ],\n  text: \"Chinese Academy of Sciences\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_9 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [47, 46, 71, 58, 82, 89, 117, 161, 164, 150, ],\n  text: \"IBM\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_10 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [28, 25, 42, 43, 62, 60, 118, 152, 213, 213, ],\n  text: \"Peking University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_11 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [38, 41, 36, 51, 60, 47, 93, 128, 127, 167, ],\n  text: \"University of Washington\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_12 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 2, 15, 24, 55, 80, 107, 133, 172, 177, ],\n  text: \"DeepMind\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_13 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [28, 27, 52, 41, 70, 64, 72, 105, 137, 168, ],\n  text: \"University of Cambridge\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_14 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [13, 22, 31, 35, 41, 57, 75, 104, 139, 173, ],\n  text: \"University of Oxford\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_15 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 0, 0, 1, 3, 34, 108, 156, 186, 175, ],\n  text: \"Tencent\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_16 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [32, 18, 37, 32, 55, 38, 67, 80, 134, 141, ],\n  text: \"Princeton University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_17 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [22, 14, 25, 26, 50, 48, 65, 99, 121, 152, ],\n  text: \"University of Illinois\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_18 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [33, 43, 44, 38, 43, 28, 48, 71, 107, 140, ],\n  text: \"Columbia University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_19 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [5, 6, 11, 9, 12, 25, 65, 113, 139, 195, ],\n  text: \"Amazon\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_20 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [30, 36, 44, 39, 39, 43, 78, 88, 75, 107, ],\n  text: \"University of Edinburgh\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_21 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [26, 30, 51, 41, 50, 33, 56, 62, 95, 129, ],\n  text: \"University of Texas at Austin\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_22 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [17, 23, 29, 26, 28, 45, 77, 84, 110, 92, ],\n  text: \"Cornell University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_23 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [31, 27, 34, 29, 26, 27, 51, 78, 83, 137, ],\n  text: \"University of Toronto\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_24 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [17, 21, 21, 33, 34, 44, 48, 72, 107, 106, ],\n  text: \"Harvard University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_25 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [9, 14, 10, 12, 25, 19, 50, 83, 117, 160, ],\n  text: \"University of California Los Angeles\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_26 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [28, 32, 22, 43, 33, 41, 55, 76, 84, 82, ],\n  text: \"Johns Hopkins University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_27 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [11, 10, 23, 25, 31, 41, 42, 69, 112, 118, ],\n  text: \"New York University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_28 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [24, 15, 30, 19, 29, 25, 71, 78, 72, 118, ],\n  text: \"University of Southern California\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_29 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [33, 34, 29, 34, 34, 36, 50, 53, 75, 100, ],\n  text: \"INRIA\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_30 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [30, 30, 35, 24, 28, 30, 65, 55, 88, 86, ],\n  text: \"University of Pennsylvania\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_31 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 12, 15, 14, 24, 39, 52, 58, 105, 131, ],\n  text: \"ETH Z\u00fcrich\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_32 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [30, 28, 21, 18, 24, 19, 42, 46, 102, 120, ],\n  text: \"National University of Singapore\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_33 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [30, 24, 24, 26, 29, 28, 40, 57, 85, 106, ],\n  text: \"University of Maryland\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_34 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 0, 2, 6, 5, 6, 36, 86, 142, 160, ],\n  text: \"Alibaba AI Labs\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_35 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [6, 8, 19, 20, 29, 43, 49, 67, 105, 94, ],\n  text: \"Nanjing University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_36 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [12, 4, 19, 10, 22, 21, 66, 50, 103, 131, ],\n  text: \"Shanghai Jiao Tong University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_37 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [11, 21, 22, 28, 29, 39, 52, 63, 82, 87, ],\n  text: \"Georgia Institute of Technology\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_38 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [14, 16, 19, 11, 20, 34, 58, 53, 95, 109, ],\n  text: \"Ecole Polytechnique Fe\u0301de\u0301rale de Lausanne\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_39 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [18, 18, 19, 25, 34, 37, 45, 52, 69, 93, ],\n  text: \"University of Michigan\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_40 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [25, 22, 20, 16, 23, 27, 50, 47, 83, 95, ],\n  text: \"University College London\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_41 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 2, 6, 9, 19, 20, 50, 90, 92, 106, ],\n  text: \"Allen Institute for Artificial Intelligence\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_42 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 6, 12, 11, 21, 22, 48, 64, 81, 97, ],\n  text: \"The Chinese University of Hong Kong\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_43 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [21, 17, 19, 23, 24, 34, 47, 58, 60, 57, ],\n  text: \"Duke University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_org_year_44 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [12, 7, 9, 6, 11, 9, 27, 57, 100, 115, ],\n  text: \"Zhejiang University\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar data_graph2021_all_org_year = [trace_graph2021_all_org_year_0, trace_graph2021_all_org_year_1, trace_graph2021_all_org_year_2, trace_graph2021_all_org_year_3, trace_graph2021_all_org_year_4, trace_graph2021_all_org_year_5, trace_graph2021_all_org_year_6, trace_graph2021_all_org_year_7, trace_graph2021_all_org_year_8, trace_graph2021_all_org_year_9, trace_graph2021_all_org_year_10, trace_graph2021_all_org_year_11, trace_graph2021_all_org_year_12, trace_graph2021_all_org_year_13, trace_graph2021_all_org_year_14, trace_graph2021_all_org_year_15, trace_graph2021_all_org_year_16, trace_graph2021_all_org_year_17, trace_graph2021_all_org_year_18, trace_graph2021_all_org_year_19, trace_graph2021_all_org_year_20, trace_graph2021_all_org_year_21, trace_graph2021_all_org_year_22, trace_graph2021_all_org_year_23, trace_graph2021_all_org_year_24, trace_graph2021_all_org_year_25, trace_graph2021_all_org_year_26, trace_graph2021_all_org_year_27, trace_graph2021_all_org_year_28, trace_graph2021_all_org_year_29, trace_graph2021_all_org_year_30, trace_graph2021_all_org_year_31, trace_graph2021_all_org_year_32, trace_graph2021_all_org_year_33, trace_graph2021_all_org_year_34, trace_graph2021_all_org_year_35, trace_graph2021_all_org_year_36, trace_graph2021_all_org_year_37, trace_graph2021_all_org_year_38, trace_graph2021_all_org_year_39, trace_graph2021_all_org_year_40, trace_graph2021_all_org_year_41, trace_graph2021_all_org_year_42, trace_graph2021_all_org_year_43, trace_graph2021_all_org_year_44];\nfixLineGraph(data_graph2021_all_org_year);\nscaleLineGraph(data_graph2021_all_org_year, 15);\nPlotly.newPlot('myplot_graph2021_all_org_year', data_graph2021_all_org_year, {margin: { l: 30, r: 0, b: 100, t: 0, pad: 4 }, showlegend: false, showticklabels: true, xaxis:{autotick: false}});\n<\/script><\/p>\n<h2>Authors<\/h2>\n<p>Next, let's look at the researchers who published the most papers in 2021. <a href=\"https:\/\/people.eecs.berkeley.edu\/~svlevine\/\">Sergey Levine<\/a> (Berkeley, Google) towers above everyone else with 42 papers. <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/tyliu\/\">Tie-Yan Liu<\/a> (Microsoft), <a href=\"https:\/\/scholar.google.com\/citations?user=6a79aPwAAAAJ&#038;hl=en\">Jie Zhou<\/a> (Tsinghua), <a href=\"https:\/\/www.cs.unc.edu\/~mbansal\/\">Mohit Bansal<\/a> (UNC) and <a href=\"http:\/\/www.phontron.com\/\">Graham Neubig<\/a> (CMU) are also among the top publishing researchers.<\/p>\n<div id=\"myplot_graph2021_last_author_source\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_author_source_0 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 3, 7, 2, 0, 4, 1, 2, 0, 6, 6, 7, 6, 1, 1, 1, 0, 1, 1, 3, 11, 5, 2, 0, 2, 7, 0, 0, 3, 3, 0, 0, 0, 0, 0, 2, 4, 3, 3, 2, 1, 3, 1, 3, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_1 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [16, 7, 0, 0, 3, 3, 8, 7, 0, 10, 1, 0, 1, 0, 8, 6, 3, 2, 2, 3, 1, 1, 0, 6, 7, 1, 3, 1, 5, 1, 0, 0, 2, 1, 5, 5, 1, 4, 0, 0, 0, 0, 0, 2, 0, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_2 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [13, 5, 0, 1, 2, 4, 5, 4, 0, 1, 1, 0, 0, 0, 6, 3, 8, 7, 0, 8, 2, 6, 1, 7, 5, 4, 7, 11, 1, 0, 0, 0, 14, 11, 2, 3, 0, 1, 0, 0, 0, 0, 1, 1, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_3 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [13, 14, 3, 3, 1, 8, 13, 14, 0, 8, 1, 3, 0, 0, 9, 6, 12, 13, 3, 6, 1, 6, 0, 7, 5, 6, 10, 8, 6, 2, 0, 0, 2, 7, 12, 8, 0, 8, 1, 0, 0, 0, 0, 0, 1, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_4 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_5 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 0, 0, 0, 5, 0, 0, 0, 5, 0, 0, 0, 0, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 3, 0, 0, 0, 0, 0, 0, 3, 0, 1, 0, 0, 0, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_6 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 3, 1, 0, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_7 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 0, 1, 2, 2, 0, 0, 0, 3, 0, 1, 2, 0, 2, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 2, 4, 1, 0, 0, 0, 0, 0, 1, 4, 1, 3, 0, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_8 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 1, 1, 8, 7, 4, 0, 0, 5, 0, 3, 3, 1, 6, 0, 3, 1, 0, 4, 0, 1, 1, 7, 0, 0, 0, 0, 0, 1, 4, 2, 3, 0, 0, 0, 0, 2, 1, 4, 0, 1, 2, 2, 0, 5, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_9 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 1, 8, 9, 7, 5, 0, 0, 7, 0, 5, 5, 6, 7, 0, 2, 0, 0, 9, 1, 1, 2, 5, 1, 0, 0, 0, 0, 2, 3, 8, 6, 0, 0, 0, 0, 8, 0, 3, 8, 6, 3, 7, 7, 7, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_author_source_10 = {  x: [\"Sergey Levine\", \"Tie-Yan Liu\", \"Jie Zhou\", \"Mohit Bansal\", \"Graham Neubig\", \"Yang Liu\", \"Zhangyang Wang\", \"Stefano Ermon\", \"Ryan Cotterell\", \"Yoshua Bengio\", \"Lei Li\", \"Yejin Choi\", \"Fei Huang\", \"Dan Roth\", \"Bernhard Sch\u00f6lkopf\", \"Caiming Xiong\", \"Quanquan Gu\", \"Andreas Krause\", \"Xiang Ren\", \"Bo Li\", \"Wei Wang\", \"Wei Chen\", \"Kai-Wei Chang\", \"Pieter Abbeel\", \"Sung Ju Hwang\", \"Junchi Yan\", \"Chelsea Finn\", \"Zhaoran Wang\", \"Cho-Jui Hsieh\", \"Jianfeng Gao\", \"Iryna Gurevych\", \"Hinrich Sch\u00fctze\", \"Masashi Sugiyama\", \"Zhuoran Yang\", \"Mihaela van der Schaar\", \"Jinwoo Shin\", \"Qi Zhang\", \"Tao Qin\", \"Mirella Lapata\", \"Anders S\u00f8gaard\", \"Ivan Vuli\u0107\", \"Zhou Yu\", \"Furu Wei\", \"Qun Liu\", \"Heng Ji\", ],\n  y: [0, 1, 11, 5, 3, 2, 1, 0, 7, 0, 7, 5, 11, 3, 0, 1, 0, 0, 4, 1, 4, 0, 5, 0, 1, 1, 0, 0, 1, 4, 5, 3, 0, 0, 0, 0, 3, 1, 2, 1, 6, 7, 7, 5, 5, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_author_source = [trace_graph2021_last_author_source_0, trace_graph2021_last_author_source_1, trace_graph2021_last_author_source_2, trace_graph2021_last_author_source_3, trace_graph2021_last_author_source_4, trace_graph2021_last_author_source_5, trace_graph2021_last_author_source_6, trace_graph2021_last_author_source_7, trace_graph2021_last_author_source_8, trace_graph2021_last_author_source_9, trace_graph2021_last_author_source_10];\nfixBarGraph(data_graph2021_last_author_source);\nscaleBarGraph(data_graph2021_last_author_source, 32);\nPlotly.newPlot('myplot_graph2021_last_author_source', data_graph2021_last_author_source, {barmode: 'stack', margin: { l: 30, r: 0, b: 170, t: 20, pad: 4 }});\n<\/script><\/p>\n<p>Looking at the whole period of 2012-2021, <a href=\"https:\/\/people.eecs.berkeley.edu\/~svlevine\/\">Sergey Levine<\/a> (Berkeley, Google) is again at the top position. Having ranked 6th last year, he had a really prolific year and has overtaken everyone else. <a href=\"https:\/\/yoshuabengio.org\/\">Yoshua Bengio<\/a> (Montreal), <a href=\"http:\/\/www.phontron.com\/\">Graham Neubig<\/a> (CMU), <a href=\"https:\/\/frcchang.github.io\/\">Yue Zhang<\/a> (Westlake), <a href=\"https:\/\/scholar.google.co.jp\/citations?user=a0w5c0gAAAAJ&#038;hl=en\">Ming Zhou<\/a> (Sinovation, Microsoft) and <a href=\"https:\/\/dblp.org\/pid\/52\/5150-1.html\">Ting Liu<\/a> (Harbin) make up the rest of the overall top publishers.<\/p>\n<p>Note that a couple of names have been manually removed from the list. While trying to identify their affiliation, I found that publications from multiple researchers with identical names have been aggregated. Unfortunately I don't have the necessary technology at the moment to separate the publications in such cases.<\/p>\n<div id=\"myplot_graph2021_all_author_source\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_author_source_0 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [43, 0, 14, 5, 20, 25, 20, 8, 2, 5, 19, 6, 3, 12, 22, 20, 0, 20, 4, 2, 10, 24, 19, 1, 15, 0, 14, 7, 16, 18, 12, 8, 3, 15, 1, 8, 8, 0, 7, 2, 12, 13, 4, 6, 1, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_1 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [6, 59, 51, 10, 0, 3, 0, 2, 0, 1, 7, 0, 5, 1, 1, 0, 8, 14, 0, 26, 0, 10, 13, 5, 4, 0, 3, 2, 0, 2, 6, 5, 4, 0, 0, 13, 16, 1, 1, 0, 1, 0, 21, 12, 3, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_2 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [8, 40, 29, 4, 1, 3, 0, 3, 0, 0, 24, 0, 2, 1, 0, 0, 27, 26, 0, 33, 0, 11, 26, 3, 31, 0, 1, 1, 0, 2, 3, 44, 0, 0, 0, 25, 17, 4, 0, 0, 2, 3, 8, 6, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_3 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [15, 54, 45, 5, 0, 4, 1, 2, 1, 0, 47, 0, 5, 3, 1, 3, 20, 44, 1, 41, 1, 35, 36, 3, 47, 0, 4, 1, 1, 3, 7, 30, 3, 1, 1, 36, 32, 5, 1, 0, 6, 5, 13, 10, 8, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_4 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [1, 0, 0, 1, 1, 3, 0, 2, 5, 5, 0, 4, 3, 0, 0, 0, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 1, 0, 1, 0, 0, 0, 0, 3, 0, 3, 1, 1, 0, 0, 4, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_5 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [5, 0, 1, 12, 5, 0, 0, 10, 6, 6, 0, 7, 5, 4, 1, 0, 4, 0, 13, 0, 1, 0, 0, 3, 0, 10, 2, 0, 1, 0, 1, 0, 4, 0, 0, 0, 1, 14, 5, 3, 0, 1, 1, 3, 3, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_6 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [1, 0, 0, 2, 1, 1, 1, 11, 5, 4, 0, 3, 5, 2, 0, 1, 0, 0, 1, 0, 9, 0, 0, 1, 0, 3, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 5, 1, 4, 0, 0, 0, 0, 3, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_7 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [12, 0, 0, 5, 20, 14, 31, 6, 1, 19, 0, 12, 5, 1, 9, 12, 0, 0, 0, 0, 7, 3, 0, 1, 0, 1, 1, 15, 15, 9, 0, 0, 6, 20, 5, 0, 0, 3, 0, 7, 6, 3, 0, 2, 0, ],\n  name: 'COLING',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_8 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 1, 0, ],\n  name: 'AACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_9 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [1, 0, 0, 6, 4, 1, 2, 3, 2, 9, 0, 13, 5, 2, 0, 0, 0, 0, 5, 0, 11, 0, 0, 2, 0, 9, 2, 5, 0, 1, 2, 1, 2, 0, 0, 0, 0, 5, 5, 6, 1, 1, 1, 3, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_10 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [8, 1, 1, 21, 10, 4, 3, 17, 24, 12, 4, 17, 21, 21, 3, 4, 5, 0, 17, 0, 15, 3, 0, 9, 0, 18, 10, 4, 4, 2, 14, 0, 13, 3, 12, 0, 3, 8, 12, 8, 6, 1, 4, 3, 5, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_11 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [26, 0, 4, 38, 38, 27, 39, 38, 38, 34, 7, 27, 23, 37, 32, 33, 17, 0, 35, 1, 27, 8, 1, 37, 0, 29, 32, 25, 28, 19, 22, 1, 26, 24, 32, 1, 3, 14, 22, 22, 22, 21, 18, 22, 26, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_all_author_source_12 = {  x: [\"Yang Liu\", \"Sergey Levine\", \"Yoshua Bengio\", \"Graham Neubig\", \"Yue Zhang\", \"Ming Zhou\", \"Ting Liu\", \"Dan Roth\", \"Noah A. Smith\", \"Iryna Gurevych\", \"Lawrence Carin\", \"Hinrich Sch\u00fctze\", \"Chris Dyer\", \"Mohit Bansal\", \"Zhiyuan Liu\", \"Maosong Sun\", \"Percy Liang\", \"Stefano Ermon\", \"Mirella Lapata\", \"Pieter Abbeel\", \"Anders S\u00f8gaard\", \"Tie-Yan Liu\", \"Jun Zhu\", \"Luke Zettlemoyer\", \"Andreas Krause\", \"Ryan Cotterell\", \"Yejin Choi\", \"Qun Liu\", \"Xuanjing Huang\", \"Furu Wei\", \"Jianfeng Gao\", \"Masashi Sugiyama\", \"Eduard Hovy\", \"Min Zhang\", \"Heng Ji\", \"Le Song\", \"Cho-Jui Hsieh\", \"Yoav Goldberg\", \"Benjamin Van Durme\", \"Ivan Vuli\u0107\", \"Xu Sun\", \"Jie Zhou\", \"Caiming Xiong\", \"Kyunghyun Cho\", \"Christopher D. Manning\", ],\n  y: [31, 0, 8, 41, 45, 56, 38, 20, 38, 25, 10, 27, 29, 25, 34, 31, 23, 0, 24, 0, 21, 7, 4, 33, 0, 27, 26, 31, 28, 27, 21, 0, 26, 24, 36, 2, 5, 21, 29, 27, 24, 30, 10, 12, 26, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_all_author_source = [trace_graph2021_all_author_source_0, trace_graph2021_all_author_source_1, trace_graph2021_all_author_source_2, trace_graph2021_all_author_source_3, trace_graph2021_all_author_source_4, trace_graph2021_all_author_source_5, trace_graph2021_all_author_source_6, trace_graph2021_all_author_source_7, trace_graph2021_all_author_source_8, trace_graph2021_all_author_source_9, trace_graph2021_all_author_source_10, trace_graph2021_all_author_source_11, trace_graph2021_all_author_source_12];\nfixBarGraph(data_graph2021_all_author_source);\nscaleBarGraph(data_graph2021_all_author_source, 32);\nPlotly.newPlot('myplot_graph2021_all_author_source', data_graph2021_all_author_source, {barmode: 'stack', margin: { l: 30, r: 0, b: 170, t: 20, pad: 4 }});\n<\/script><\/p>\n<p>The breakdown over the years gives an overview of when each researcher has published most. Sergey Levine has set the new overall record, by quite a margin. Mohit Bansal also increased his paper output by quite a lot, releasing 31 publications in 2021, to the same number as Graham Neubig. Yoshua Bengio had a decrease in the number of papers in 2020, but that count is now back up again.<\/p>\n<div id=\"myplot_graph2021_all_author_year\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_author_year_0 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [11, 9, 6, 18, 15, 14, 19, 17, 18, 30, ],\n  text: \"Yang Liu\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_1 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 2, 2, 1, 10, 11, 22, 33, 30, 42, ],\n  text: \"Sergey Levine\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_2 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 9, 16, 8, 15, 17, 16, 29, 15, 25, ],\n  text: \"Yoshua Bengio\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_3 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 1, 6, 5, 9, 12, 23, 30, 31, 31, ],\n  text: \"Graham Neubig\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_4 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 4, 13, 10, 23, 14, 13, 18, 30, 17, ],\n  text: \"Yue Zhang\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_5 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [13, 9, 14, 9, 12, 11, 21, 14, 28, 10, ],\n  text: \"Ming Zhou\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_6 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [10, 5, 15, 8, 13, 5, 17, 17, 29, 16, ],\n  text: \"Ting Liu\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_7 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 7, 4, 8, 12, 8, 18, 16, 17, 24, ],\n  text: \"Dan Roth\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_8 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [9, 10, 14, 15, 10, 7, 13, 17, 14, 13, ],\n  text: \"Noah A. Smith\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_9 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [9, 6, 6, 5, 12, 12, 18, 16, 17, 19, ],\n  text: \"Iryna Gurevych\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_10 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [7, 5, 8, 12, 9, 16, 14, 17, 21, 9, ],\n  text: \"Lawrence Carin\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_11 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [5, 4, 8, 12, 15, 12, 12, 12, 17, 19, ],\n  text: \"Hinrich Sch\u00fctze\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_12 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 10, 14, 22, 25, 12, 11, 8, 3, 3, ],\n  text: \"Chris Dyer\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_13 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 1, 3, 4, 10, 6, 18, 16, 18, 31, ],\n  text: \"Mohit Bansal\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_14 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [4, 0, 2, 7, 5, 4, 18, 25, 28, 13, ],\n  text: \"Zhiyuan Liu\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_15 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [6, 2, 3, 9, 8, 9, 20, 15, 18, 15, ],\n  text: \"Maosong Sun\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_16 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 5, 7, 11, 9, 13, 17, 10, 18, 14, ],\n  text: \"Percy Liang\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_17 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 2, 2, 3, 11, 8, 15, 15, 20, 27, ],\n  text: \"Stefano Ermon\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_18 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 4, 6, 6, 8, 10, 16, 17, 11, 18, ],\n  text: \"Mirella Lapata\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_19 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 0, 1, 4, 10, 13, 17, 19, 16, 21, ],\n  text: \"Pieter Abbeel\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_20 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 6, 6, 12, 12, 11, 13, 14, 8, 18, ],\n  text: \"Anders S\u00f8gaard\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_21 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 2, 6, 1, 5, 10, 13, 23, 9, 32, ],\n  text: \"Tie-Yan Liu\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_22 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 4, 10, 4, 12, 5, 16, 12, 19, 14, ],\n  text: \"Jun Zhu\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_23 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 9, 4, 6, 7, 6, 16, 16, 17, 14, ],\n  text: \"Luke Zettlemoyer\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_24 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 4, 5, 8, 10, 13, 9, 13, 10, 23, ],\n  text: \"Andreas Krause\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_25 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 0, 1, 6, 6, 10, 9, 21, 17, 27, ],\n  text: \"Ryan Cotterell\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_26 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [4, 5, 3, 4, 6, 8, 12, 14, 15, 25, ],\n  text: \"Yejin Choi\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_27 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [9, 8, 9, 4, 12, 11, 7, 5, 10, 18, ],\n  text: \"Qun Liu\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_28 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 3, 3, 8, 13, 5, 12, 13, 19, 14, ],\n  text: \"Xuanjing Huang\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_29 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [7, 2, 5, 6, 4, 5, 11, 12, 19, 18, ],\n  text: \"Furu Wei\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_30 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 2, 6, 6, 7, 4, 10, 18, 15, 19, ],\n  text: \"Jianfeng Gao\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_31 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [5, 4, 5, 2, 2, 7, 11, 16, 18, 19, ],\n  text: \"Masashi Sugiyama\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_32 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 5, 12, 5, 7, 9, 10, 16, 12, 12, ],\n  text: \"Eduard Hovy\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_33 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [7, 4, 6, 4, 8, 4, 10, 12, 18, 15, ],\n  text: \"Min Zhang\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_34 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 4, 10, 13, 9, 6, 10, 9, 7, 18, ],\n  text: \"Heng Ji\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_35 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 5, 8, 5, 5, 11, 15, 12, 16, 7, ],\n  text: \"Le Song\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_36 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 2, 6, 4, 4, 4, 11, 16, 19, 19, ],\n  text: \"Cho-Jui Hsieh\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_37 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 5, 6, 3, 12, 9, 7, 12, 11, 18, ],\n  text: \"Yoav Goldberg\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_38 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [4, 9, 7, 10, 4, 11, 9, 13, 9, 7, ],\n  text: \"Benjamin Van Durme\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_39 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 2, 1, 3, 5, 8, 12, 13, 17, 18, ],\n  text: \"Ivan Vuli\u0107\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_40 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 1, 4, 1, 3, 4, 22, 21, 7, 17, ],\n  text: \"Xu Sun\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_41 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 1, 1, 2, 1, 3, 1, 15, 24, 32, ],\n  text: \"Jie Zhou\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_42 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 0, 1, 1, 3, 5, 9, 18, 19, 24, ],\n  text: \"Caiming Xiong\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_43 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 1, 5, 6, 11, 7, 14, 11, 15, 10, ],\n  text: \"Kyunghyun Cho\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_author_year_44 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [7, 12, 14, 11, 8, 6, 7, 6, 7, 1, ],\n  text: \"Christopher D. Manning\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar data_graph2021_all_author_year = [trace_graph2021_all_author_year_0, trace_graph2021_all_author_year_1, trace_graph2021_all_author_year_2, trace_graph2021_all_author_year_3, trace_graph2021_all_author_year_4, trace_graph2021_all_author_year_5, trace_graph2021_all_author_year_6, trace_graph2021_all_author_year_7, trace_graph2021_all_author_year_8, trace_graph2021_all_author_year_9, trace_graph2021_all_author_year_10, trace_graph2021_all_author_year_11, trace_graph2021_all_author_year_12, trace_graph2021_all_author_year_13, trace_graph2021_all_author_year_14, trace_graph2021_all_author_year_15, trace_graph2021_all_author_year_16, trace_graph2021_all_author_year_17, trace_graph2021_all_author_year_18, trace_graph2021_all_author_year_19, trace_graph2021_all_author_year_20, trace_graph2021_all_author_year_21, trace_graph2021_all_author_year_22, trace_graph2021_all_author_year_23, trace_graph2021_all_author_year_24, trace_graph2021_all_author_year_25, trace_graph2021_all_author_year_26, trace_graph2021_all_author_year_27, trace_graph2021_all_author_year_28, trace_graph2021_all_author_year_29, trace_graph2021_all_author_year_30, trace_graph2021_all_author_year_31, trace_graph2021_all_author_year_32, trace_graph2021_all_author_year_33, trace_graph2021_all_author_year_34, trace_graph2021_all_author_year_35, trace_graph2021_all_author_year_36, trace_graph2021_all_author_year_37, trace_graph2021_all_author_year_38, trace_graph2021_all_author_year_39, trace_graph2021_all_author_year_40, trace_graph2021_all_author_year_41, trace_graph2021_all_author_year_42, trace_graph2021_all_author_year_43, trace_graph2021_all_author_year_44];\nfixLineGraph(data_graph2021_all_author_year);\nscaleLineGraph(data_graph2021_all_author_year, 15);\nPlotly.newPlot('myplot_graph2021_all_author_year', data_graph2021_all_author_year, {margin: { l: 30, r: 0, b: 100, t: 0, pad: 4 }, showlegend: false, showticklabels: true, xaxis:{autotick: false}});\n<\/script><\/p>\n<h2>First Authors<\/h2>\n<p>The researchers with the largest numbers of papers are generally supervisors for many post-docs and students working in their group. In contrast, first authors are usually those who do the practical work, so it's good to analyse their counts separately.<\/p>\n<p><a href=\"https:\/\/sites.google.com\/iiitd.ac.in\/ramitsawhney\/\">Ramit Sawhney<\/a> (Tower Research Capital, IIIT Delhi) published a very impressive 9 papers in 2021. <a href=\"https:\/\/jasonwei20.github.io\/\">Jason Wei<\/a> (Google Research) and <a href=\"https:\/\/tpimentelms.github.io\/\">Tiago Pimentel<\/a> (Cambridge) also stand out with 6 publications.<\/p>\n<div id=\"myplot_graph2021_last_firstauthor_source\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_firstauthor_source_0 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [1, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 2, 2, 2, 3, 1, 2, 1, 2, 1, 1, 1, 1, 1, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_1 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_2 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [0, 0, 0, 0, 1, 2, 0, 2, 0, 2, 0, 0, 1, 1, 3, 2, 0, 1, 1, 0, 0, 0, 0, 2, 1, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_3 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [0, 0, 0, 0, 1, 0, 0, 2, 0, 1, 2, 3, 2, 4, 2, 1, 0, 0, 1, 1, 1, 1, 2, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_4 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_5 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_6 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_7 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [2, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 3, 0, 1, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_8 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [4, 2, 2, 1, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 2, 0, 1, 0, 1, 1, 0, 0, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_9 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [1, 2, 3, 2, 0, 0, 2, 0, 2, 1, 1, 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 2, 2, 2, 2, 1, 0, 0, 1, 1, 3, 1, 0, 1, 1, 1, 2, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_firstauthor_source_10 = {  x: [\"Ramit Sawhney\", \"Jason Wei\", \"Tiago Pimentel\", \"Fangyu Liu\", \"Gabriele Farina\", \"Yi Tay\", \"Clara Meister\", \"Yu Bai\", \"Timo Schick\", \"Yang Liu\", \"Tao Yu\", \"Yue Wang\", \"Tianlong Chen\", \"Ilias Diakonikolas\", \"Aadirupa Saha\", \"Hao Liu\", \"Daizong Liu\", \"Bo Pang\", \"Yi Xu\", \"Dongkuan Xu\", \"Hanrui Zhang\", \"Xiang Deng\", \"Yihan Du\", \"Yang Li\", \"Quoc Phong Nguyen\", \"Yang Song\", \"Jiaao Chen\", \"Bo Li\", \"Yangming Li\", \"Jing Lu\", \"Wenxuan Zhou\", \"Yicheng Zou\", \"Fanchao Qi\", \"Ran Zmigrod\", \"Wasi Ahmad\", \"Marcos Garcia\", \"Xin Liu\", \"Shuyang Cao\", \"Pierre Colombo\", \"Dian Yu\", \"Ernie Chang\", \"Zhiyuan Zeng\", \"Federico Bianchi\", \"Daniel Deutsch\", \"Philip A. Huebner\", ],\n  y: [1, 1, 0, 1, 0, 1, 3, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 2, 2, 3, 2, 2, 1, 1, 1, 1, 2, 1, 0, 0, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_firstauthor_source = [trace_graph2021_last_firstauthor_source_0, trace_graph2021_last_firstauthor_source_1, trace_graph2021_last_firstauthor_source_2, trace_graph2021_last_firstauthor_source_3, trace_graph2021_last_firstauthor_source_4, trace_graph2021_last_firstauthor_source_5, trace_graph2021_last_firstauthor_source_6, trace_graph2021_last_firstauthor_source_7, trace_graph2021_last_firstauthor_source_8, trace_graph2021_last_firstauthor_source_9, trace_graph2021_last_firstauthor_source_10];\nfixBarGraph(data_graph2021_last_firstauthor_source);\nscaleBarGraph(data_graph2021_last_firstauthor_source, 32);\nPlotly.newPlot('myplot_graph2021_last_firstauthor_source', data_graph2021_last_firstauthor_source, {barmode: 'stack', margin: { l: 30, r: 0, b: 170, t: 20, pad: 4 }});\n<\/script><\/p>\n<p>Looking at the year range 2012-2021, <a href=\"https:\/\/sites.google.com\/site\/ivanvulic\/\">Ivan Vuli\u0107<\/a> (Cambridge, PolyAI) and <a href=\"http:\/\/people.csail.mit.edu\/zeyuan\/\">Zeyuan Allen-Zhu<\/a> (Microsoft) have both managed to publish an imprissive 24 papers as first authors. <a href=\"https:\/\/scholar.google.com\/citations?user=VBclY_cAAAAJ&#038;hl=en\">Yi Tay<\/a> (Google) and <a href=\"https:\/\/scholar.google.co.uk\/citations?user=PwU16JEAAAAJ&#038;hl=en\">Jiwei Li<\/a> (Shannon.AI, Zhejiang, Stanford) are ranked next, with 23 and 22 papers, respectively. <a href=\"http:\/\/www.iliasdiakonikolas.org\/\">Ilias Diakonikolas<\/a> (UW Madison) has an impressive 15 first-author NeurIPS papers. <a href=\"https:\/\/sites.google.com\/site\/harisaziz\/\">Haris Aziz<\/a> (UNSW Sydney) has published exclusively in AAAI.<\/p>\n<div id=\"myplot_graph2021_all_firstauthor_source\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_firstauthor_source_0 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [11, 0, 0, 5, 0, 0, 7, 7, 1, 0, 6, 0, 17, 6, 0, 0, 0, 0, 0, 3, 7, 3, 6, 4, 0, 2, 9, 1, 1, 2, 1, 1, 1, 1, 0, 1, 10, 3, 4, 1, 3, 1, 1, 0, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_1 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [0, 0, 1, 2, 2, 0, 0, 3, 0, 6, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 2, 0, 0, 1, 1, 0, 0, 2, 2, 0, 0, 2, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_2 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [3, 0, 11, 3, 0, 12, 5, 0, 3, 8, 4, 0, 0, 2, 0, 0, 9, 8, 7, 6, 0, 3, 4, 0, 1, 2, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 3, 3, 0, 3, 0, 0, 0, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_3 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [2, 0, 12, 3, 0, 7, 7, 1, 15, 3, 2, 0, 0, 3, 0, 0, 7, 8, 9, 6, 1, 6, 2, 5, 1, 6, 0, 0, 0, 0, 1, 0, 1, 0, 6, 1, 0, 5, 6, 0, 1, 3, 0, 0, 1, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_4 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [1, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_5 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [1, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 3, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_6 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_7 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [2, 1, 0, 0, 1, 0, 0, 2, 0, 0, 2, 0, 0, 3, 2, 4, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 1, 2, 3, 0, 1, 0, 0, 2, 1, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, ],\n  name: 'COLING',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_8 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'AACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_9 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_10 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [2, 3, 0, 0, 2, 0, 0, 0, 0, 0, 0, 6, 0, 0, 3, 2, 0, 0, 0, 0, 1, 0, 0, 0, 3, 0, 1, 2, 2, 2, 0, 0, 2, 0, 2, 1, 0, 1, 0, 3, 0, 1, 4, 1, 2, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_11 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [6, 7, 0, 4, 10, 0, 0, 2, 0, 0, 2, 3, 0, 3, 3, 4, 0, 0, 0, 0, 2, 1, 2, 3, 3, 2, 3, 3, 4, 4, 6, 3, 7, 5, 3, 0, 2, 0, 0, 4, 1, 5, 4, 5, 1, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_all_firstauthor_source_12 = {  x: [\"Yang Liu\", \"Ivan Vuli\u0107\", \"Zeyuan Allen-Zhu\", \"Yi Tay\", \"Jiwei Li\", \"Corinna Cortes\", \"Gabriele Farina\", \"Hao Zhang\", \"Ilias Diakonikolas\", \"Sanjeev Arora\", \"Yang Li\", \"Ryan Cotterell\", \"Haris Aziz\", \"Hao Wang\", \"Young-Bum Kim\", \"Wenpeng Yin\", \"Elad Hazan\", \"Jayadev Acharya\", \"Nathan Kallus\", \"Lijun Zhang\", \"Chen Chen\", \"Yang Song\", \"Di Wang\", \"Fan Yang\", \"Jacob Andreas\", \"Yining Wang\", \"Qi Zhang\", \"Anders S\u00f8gaard\", \"Meishan Zhang\", \"Hao Peng\", \"Biao Zhang\", \"Mikel Artetxe\", \"Douwe Kiela\", \"Rui Wang\", \"Yue Wang\", \"Omer Levy\", \"Yang Yang\", \"Lin Chen\", \"Yi Xu\", \"Yuan Zhang\", \"Xiao Zhang\", \"Tao Yu\", \"Ramit Sawhney\", \"Shafiq Joty\", \"Angeliki Lazaridou\", ],\n  y: [3, 7, 0, 6, 6, 1, 0, 3, 0, 0, 2, 3, 0, 0, 9, 3, 0, 0, 0, 0, 2, 0, 1, 0, 4, 1, 0, 4, 3, 4, 4, 7, 3, 3, 2, 4, 0, 0, 0, 4, 2, 1, 1, 3, 6, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_all_firstauthor_source = [trace_graph2021_all_firstauthor_source_0, trace_graph2021_all_firstauthor_source_1, trace_graph2021_all_firstauthor_source_2, trace_graph2021_all_firstauthor_source_3, trace_graph2021_all_firstauthor_source_4, trace_graph2021_all_firstauthor_source_5, trace_graph2021_all_firstauthor_source_6, trace_graph2021_all_firstauthor_source_7, trace_graph2021_all_firstauthor_source_8, trace_graph2021_all_firstauthor_source_9, trace_graph2021_all_firstauthor_source_10, trace_graph2021_all_firstauthor_source_11, trace_graph2021_all_firstauthor_source_12];\nfixBarGraph(data_graph2021_all_firstauthor_source);\nscaleBarGraph(data_graph2021_all_firstauthor_source, 32);\nPlotly.newPlot('myplot_graph2021_all_firstauthor_source', data_graph2021_all_firstauthor_source, {barmode: 'stack', margin: { l: 30, r: 0, b: 170, t: 20, pad: 4 }});\n<\/script><\/p>\n<h2>Countries<\/h2>\n<p>Looking at the 2021 publication counts by country highlights how much the United States publishes. China and the UK are also among the top 3. NeurIPS has the largest proportion for the US and the UK, while AAAI is the preferred venue for China.<\/p>\n<div id=\"myplot_graph2021_last_country_source\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_country_source_0 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [632, 748, 100, 74, 67, 72, 27, 28, 72, 70, 34, 39, 14, 30, 27, 10, 11, 22, 12, 16, 19, 6, 4, 5, 4, 2, 5, 6, 2, 7, 3, 0, 9, 2, 1, 2, 2, 3, 1, 0, 0, 0, 1, 2, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_1 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [533, 120, 108, 69, 59, 48, 32, 25, 19, 23, 18, 18, 14, 10, 7, 5, 7, 5, 2, 8, 1, 1, 4, 2, 1, 5, 1, 0, 0, 2, 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 2, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_2 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [678, 163, 124, 84, 55, 36, 48, 48, 26, 27, 41, 31, 20, 8, 9, 9, 9, 6, 7, 10, 3, 4, 7, 5, 5, 3, 4, 2, 1, 0, 1, 1, 1, 0, 1, 1, 2, 1, 0, 1, 1, 0, 0, 0, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_3 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [1391, 463, 268, 151, 119, 96, 105, 101, 71, 58, 73, 45, 33, 32, 26, 14, 20, 20, 19, 15, 9, 8, 16, 7, 15, 7, 9, 4, 3, 2, 7, 6, 0, 0, 6, 2, 0, 2, 0, 1, 3, 3, 0, 0, 2, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_4 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [11, 5, 8, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_5 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [62, 8, 17, 7, 9, 0, 7, 4, 1, 1, 10, 5, 3, 3, 1, 1, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_6 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [22, 6, 4, 1, 10, 2, 2, 3, 0, 2, 2, 1, 5, 2, 1, 3, 0, 0, 3, 0, 0, 1, 0, 3, 1, 0, 0, 1, 2, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_7 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [143, 21, 50, 23, 37, 13, 11, 13, 4, 17, 13, 20, 11, 14, 7, 8, 3, 3, 5, 0, 1, 6, 1, 3, 0, 1, 1, 2, 3, 0, 1, 1, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 2, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_8 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [313, 89, 46, 15, 20, 10, 9, 5, 11, 14, 13, 15, 10, 14, 8, 5, 4, 0, 0, 0, 4, 1, 0, 2, 3, 2, 0, 1, 0, 1, 2, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_9 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [437, 273, 80, 24, 58, 27, 23, 20, 21, 23, 24, 18, 25, 14, 12, 17, 6, 2, 5, 2, 2, 6, 1, 6, 3, 5, 0, 2, 7, 2, 1, 2, 0, 3, 1, 0, 2, 0, 2, 2, 0, 1, 1, 0, 0, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_source_10 = {  x: [\"USA\", \"China\", \"UK\", \"Canada\", \"Germany\", \"South Korea\", \"Switzerland\", \"France\", \"Singapore\", \"Australia\", \"Israel\", \"Japan\", \"Netherlands\", \"India\", \"Italy\", \"Denmark\", \"Russia\", \"Austria\", \"Sweden\", \"Hong Kong\", \"Taiwan\", \"Spain\", \"Saudi Arabia\", \"Belgium\", \"Finland\", \"Vietnam\", \"Poland\", \"Norway\", \"Ireland\", \"Macau\", \"Greece\", \"UAE\", \"Czechia\", \"Czech Republic\", \"Chile\", \"Romania\", \"New Zealand\", \"Brazil\", \"Qatar\", \"Iran\", \"Hungary\", \"Turkey\", \"Portugal\", \"South Africa\", \"United Arab Emirates\", ],\n  y: [324, 290, 65, 31, 43, 20, 17, 7, 22, 8, 12, 16, 12, 9, 7, 8, 1, 2, 3, 3, 3, 7, 2, 1, 0, 1, 3, 3, 2, 2, 1, 2, 0, 4, 0, 1, 1, 1, 2, 1, 0, 0, 1, 0, 0, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_country_source = [trace_graph2021_last_country_source_0, trace_graph2021_last_country_source_1, trace_graph2021_last_country_source_2, trace_graph2021_last_country_source_3, trace_graph2021_last_country_source_4, trace_graph2021_last_country_source_5, trace_graph2021_last_country_source_6, trace_graph2021_last_country_source_7, trace_graph2021_last_country_source_8, trace_graph2021_last_country_source_9, trace_graph2021_last_country_source_10];\nfixBarGraph(data_graph2021_last_country_source);\nscaleBarGraph(data_graph2021_last_country_source, 32);\nPlotly.newPlot('myplot_graph2021_last_country_source', data_graph2021_last_country_source, {barmode: 'stack', margin: { l: 30, r: 0, b: 170, t: 20, pad: 4 }});\n<\/script><\/p>\n<p>Nearly all the top countries have continued to increase their publication counts, setting new individual records in 2021. For the US, this increase is the largest, further widening the lead. <\/p>\n<div id=\"myplot_graph2021_all_country_year\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_country_year_0 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [878, 917, 1101, 1157, 1425, 1593, 2510, 3219, 4073, 4546, ],\n  text: \"USA\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_1 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [194, 167, 271, 310, 455, 487, 984, 1375, 1947, 2186, ],\n  text: \"China\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_2 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [131, 134, 207, 213, 301, 319, 489, 583, 760, 870, ],\n  text: \"UK\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_3 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [138, 107, 127, 126, 164, 168, 243, 291, 384, 478, ],\n  text: \"Germany\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_4 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [106, 93, 121, 121, 132, 126, 199, 286, 353, 479, ],\n  text: \"Canada\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_5 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [79, 65, 85, 86, 100, 112, 141, 165, 223, 255, ],\n  text: \"France\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_6 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [81, 59, 77, 89, 108, 105, 142, 172, 212, 208, ],\n  text: \"Japan\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_7 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [64, 39, 75, 82, 89, 105, 120, 148, 246, 243, ],\n  text: \"Australia\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_8 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [63, 47, 58, 64, 84, 78, 129, 147, 220, 248, ],\n  text: \"Singapore\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_9 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [38, 40, 48, 48, 58, 93, 134, 147, 232, 281, ],\n  text: \"Switzerland\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_10 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [58, 64, 65, 73, 76, 86, 121, 147, 173, 241, ],\n  text: \"Israel\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_11 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [16, 10, 19, 29, 36, 37, 90, 131, 227, 325, ],\n  text: \"South Korea\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_12 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [28, 23, 31, 37, 55, 62, 93, 99, 128, 137, ],\n  text: \"India\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_13 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [21, 39, 45, 41, 53, 64, 73, 58, 108, 106, ],\n  text: \"Italy\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_14 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [22, 16, 35, 24, 58, 48, 69, 75, 104, 148, ],\n  text: \"Netherlands\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_15 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [29, 21, 36, 24, 36, 23, 40, 40, 42, 41, ],\n  text: \"Spain\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_16 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [6, 13, 14, 18, 24, 23, 36, 49, 60, 81, ],\n  text: \"Denmark\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_17 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [23, 26, 19, 19, 19, 16, 30, 27, 52, 59, ],\n  text: \"Sweden\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_18 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [12, 8, 18, 16, 13, 21, 29, 27, 42, 61, ],\n  text: \"Austria\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_19 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [17, 13, 8, 9, 24, 18, 35, 25, 30, 34, ],\n  text: \"Belgium\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_20 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [4, 7, 5, 5, 13, 10, 25, 35, 45, 61, ],\n  text: \"Russia\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_21 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 2, 15, 7, 10, 11, 32, 34, 47, 42, ],\n  text: \"Taiwan\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_22 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 9, 16, 7, 11, 15, 15, 28, 44, 33, ],\n  text: \"Finland\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_23 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [12, 12, 17, 11, 19, 19, 19, 9, 22, 20, ],\n  text: \"Ireland\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_24 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [9, 3, 4, 10, 8, 10, 14, 22, 24, 23, ],\n  text: \"Poland\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_25 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [10, 8, 12, 18, 16, 16, 10, 16, 14, 7, ],\n  text: \"Qatar\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_26 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 1, 2, 5, 1, 4, 11, 15, 28, 54, ],\n  text: \"Hong Kong\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_27 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 0, 3, 3, 5, 3, 7, 20, 26, 35, ],\n  text: \"Saudi Arabia\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_28 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 7, 12, 8, 6, 5, 6, 12, 10, 17, ],\n  text: \"Greece\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_29 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 3, 3, 2, 4, 4, 11, 8, 11, 21, ],\n  text: \"Norway\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_30 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 4, 6, 8, 8, 2, 13, 8, 7, 5, ],\n  text: \"Portugal\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_31 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 3, 2, 5, 5, 7, 8, 10, 13, 7, ],\n  text: \"Brazil\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_32 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [8, 4, 3, 4, 5, 5, 8, 8, 5, 11, ],\n  text: \"Czech Republic\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_33 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 2, 1, 1, 0, 1, 6, 18, 14, 17, ],\n  text: \"Macau\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_34 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [5, 5, 2, 4, 8, 3, 3, 13, 10, 7, ],\n  text: \"Iran\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_35 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [3, 0, 2, 3, 4, 4, 7, 5, 17, 14, ],\n  text: \"UAE\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_36 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 0, 1, 1, 0, 1, 4, 2, 13, 26, ],\n  text: \"Vietnam\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_37 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [4, 4, 5, 1, 9, 2, 7, 5, 4, 6, ],\n  text: \"Turkey\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_38 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 4, 2, 4, 3, 2, 2, 10, 7, 12, ],\n  text: \"Czechia\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_39 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 1, 6, 1, 4, 2, 6, 9, 7, 9, ],\n  text: \"Romania\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_40 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [1, 1, 1, 2, 3, 5, 2, 7, 5, 9, ],\n  text: \"New Zealand\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_41 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 3, 1, 2, 1, 3, 4, 3, 3, 10, ],\n  text: \"Chile\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_42 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 3, 6, 1, 1, 2, 0, 2, 3, 6, ],\n  text: \"Hungary\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_43 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0, 1, 1, 1, 1, 1, 6, 3, 4, 5, ],\n  text: \"South Africa\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_country_year_44 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [2, 4, 1, 2, 1, 1, 2, 0, 3, 1, ],\n  text: \"Croatia\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar data_graph2021_all_country_year = [trace_graph2021_all_country_year_0, trace_graph2021_all_country_year_1, trace_graph2021_all_country_year_2, trace_graph2021_all_country_year_3, trace_graph2021_all_country_year_4, trace_graph2021_all_country_year_5, trace_graph2021_all_country_year_6, trace_graph2021_all_country_year_7, trace_graph2021_all_country_year_8, trace_graph2021_all_country_year_9, trace_graph2021_all_country_year_10, trace_graph2021_all_country_year_11, trace_graph2021_all_country_year_12, trace_graph2021_all_country_year_13, trace_graph2021_all_country_year_14, trace_graph2021_all_country_year_15, trace_graph2021_all_country_year_16, trace_graph2021_all_country_year_17, trace_graph2021_all_country_year_18, trace_graph2021_all_country_year_19, trace_graph2021_all_country_year_20, trace_graph2021_all_country_year_21, trace_graph2021_all_country_year_22, trace_graph2021_all_country_year_23, trace_graph2021_all_country_year_24, trace_graph2021_all_country_year_25, trace_graph2021_all_country_year_26, trace_graph2021_all_country_year_27, trace_graph2021_all_country_year_28, trace_graph2021_all_country_year_29, trace_graph2021_all_country_year_30, trace_graph2021_all_country_year_31, trace_graph2021_all_country_year_32, trace_graph2021_all_country_year_33, trace_graph2021_all_country_year_34, trace_graph2021_all_country_year_35, trace_graph2021_all_country_year_36, trace_graph2021_all_country_year_37, trace_graph2021_all_country_year_38, trace_graph2021_all_country_year_39, trace_graph2021_all_country_year_40, trace_graph2021_all_country_year_41, trace_graph2021_all_country_year_42, trace_graph2021_all_country_year_43, trace_graph2021_all_country_year_44];\nfixLineGraph(data_graph2021_all_country_year);\nscaleLineGraph(data_graph2021_all_country_year, 15);\nPlotly.newPlot('myplot_graph2021_all_country_year', data_graph2021_all_country_year, {margin: { l: 30, r: 0, b: 100, t: 0, pad: 4 }, showlegend: false, showticklabels: true, xaxis:{autotick: false}});\n<\/script><\/p>\n<h3>USA<\/h3>\n<p>As the US publishes so much, their graph for 2021 looks very similar to the overall graph. Google, Microsoft and CMU are again at the top of the publishing counts.<\/p>\n<div id=\"myplot_graph2021_last_country_org_source_1\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_country_org_source_1_0 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [41, 54, 36, 16, 10, 26, 17, 19, 17, 19, 29, 38, 7, 15, 15, 25, 7, 23, 22, 9, 12, 6, 12, 5, 3, 5, 7, 8, 15, 15, 5, 2, 6, 6, 4, 9, 6, 3, 14, 3, 6, 5, 11, 5, 4, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_1 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [91, 44, 49, 53, 39, 39, 47, 10, 24, 17, 17, 15, 19, 11, 19, 13, 16, 14, 16, 6, 14, 5, 7, 5, 8, 18, 11, 8, 10, 7, 2, 2, 2, 4, 10, 7, 5, 6, 1, 4, 3, 4, 1, 2, 4, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_2 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [96, 58, 49, 56, 46, 54, 54, 26, 20, 18, 19, 15, 44, 14, 21, 8, 20, 11, 16, 2, 12, 20, 15, 14, 8, 17, 5, 9, 8, 6, 4, 5, 12, 3, 4, 5, 9, 5, 1, 4, 13, 14, 3, 3, 2, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_3 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [189, 112, 87, 115, 90, 121, 101, 43, 45, 60, 43, 33, 51, 45, 49, 25, 43, 24, 35, 10, 28, 44, 24, 24, 17, 30, 22, 27, 16, 12, 14, 11, 25, 11, 9, 15, 21, 17, 6, 19, 13, 12, 11, 8, 7, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_4 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [3, 1, 0, 2, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_5 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [12, 3, 10, 4, 4, 1, 2, 2, 2, 0, 4, 1, 1, 2, 2, 1, 0, 2, 0, 10, 1, 1, 0, 4, 6, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 1, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_6 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [2, 1, 2, 1, 1, 2, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 1, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_7 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [14, 7, 13, 4, 18, 3, 0, 21, 4, 5, 1, 5, 1, 9, 0, 2, 5, 3, 0, 8, 1, 1, 1, 4, 7, 0, 0, 1, 0, 0, 2, 2, 1, 3, 2, 3, 0, 0, 2, 0, 0, 0, 1, 1, 4, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_8 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [26, 40, 26, 18, 21, 8, 9, 21, 11, 15, 8, 10, 7, 14, 7, 12, 3, 9, 4, 12, 8, 5, 9, 9, 9, 0, 4, 1, 4, 2, 9, 7, 0, 6, 8, 1, 1, 5, 7, 2, 0, 1, 2, 3, 2, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_9 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [38, 43, 32, 14, 24, 11, 8, 35, 25, 15, 18, 19, 7, 15, 6, 21, 13, 10, 4, 31, 11, 5, 13, 13, 14, 0, 10, 4, 3, 4, 7, 13, 2, 9, 4, 2, 1, 2, 8, 5, 2, 0, 1, 8, 7, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_1_10 = {  x: [\"Google\", \"Microsoft\", \"Carnegie Mellon University\", \"Stanford University\", \"Facebook\", \"Massachusetts Institute of Technology\", \"UC Berkeley\", \"Amazon\", \"University of Washington\", \"University of California Los Angeles\", \"University of Illinois\", \"IBM\", \"Princeton University\", \"Columbia University\", \"University of Texas at Austin\", \"University of Southern California\", \"New York University\", \"University of Maryland\", \"Harvard University\", \"Allen Institute for Artificial Intelligence\", \"University of Michigan\", \"Cornell University\", \"Georgia Institute of Technology\", \"University of Pennsylvania\", \"Johns Hopkins University\", \"NVIDIA Corporation\", \"University of California San Diego\", \"Purdue University\", \"Duke University\", \"Rutgers University\", \"Adobe Research\", \"University of North Carolina at Chapel Hill\", \"University of Wisconsin\u2013Madison\", \"University of Massachusetts Amherst\", \"Salesforce Research\", \"Texas A&M University\", \"Boston University\", \"Yale University\", \"University of Illinois at Chicago\", \"University of Chicago\", \"Northwestern University\", \"University of California\", \"University of Pittsburgh\", \"UC Irvine\", \"University of California Santa Barbara\", ],\n  y: [32, 45, 27, 10, 31, 13, 7, 18, 19, 11, 10, 13, 4, 14, 10, 11, 9, 9, 7, 16, 6, 5, 6, 5, 9, 1, 5, 0, 0, 3, 7, 7, 1, 4, 4, 1, 0, 2, 2, 1, 0, 1, 4, 2, 3, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_country_org_source_1 = [trace_graph2021_last_country_org_source_1_0, trace_graph2021_last_country_org_source_1_1, trace_graph2021_last_country_org_source_1_2, trace_graph2021_last_country_org_source_1_3, trace_graph2021_last_country_org_source_1_4, trace_graph2021_last_country_org_source_1_5, trace_graph2021_last_country_org_source_1_6, trace_graph2021_last_country_org_source_1_7, trace_graph2021_last_country_org_source_1_8, trace_graph2021_last_country_org_source_1_9, trace_graph2021_last_country_org_source_1_10];\nfixBarGraph(data_graph2021_last_country_org_source_1);\nscaleBarGraph(data_graph2021_last_country_org_source_1, 32);\nPlotly.newPlot('myplot_graph2021_last_country_org_source_1', data_graph2021_last_country_org_source_1, {barmode: 'stack', margin: { l: 30, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<h3>China<\/h3>\n<p>In China, Tsinghua, CAS and Peking published the most in 2021.<\/p>\n<div id=\"myplot_graph2021_last_country_org_source_2\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_country_org_source_2_0 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [48, 96, 55, 52, 63, 44, 45, 58, 33, 43, 20, 41, 23, 18, 23, 16, 28, 16, 15, 20, 7, 12, 15, 20, 7, 22, 14, 14, 11, 13, 4, 11, 15, 17, 11, 10, 14, 6, 8, 8, 12, 5, 5, 4, 3, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_1 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [33, 11, 16, 9, 7, 6, 12, 1, 8, 1, 4, 6, 4, 3, 7, 5, 4, 1, 4, 1, 3, 4, 0, 0, 4, 0, 1, 1, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 2, 1, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_2 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [19, 11, 24, 10, 9, 14, 16, 10, 6, 5, 5, 6, 9, 8, 4, 5, 0, 2, 4, 2, 1, 3, 0, 2, 6, 2, 1, 3, 2, 4, 1, 3, 0, 1, 0, 1, 3, 0, 0, 2, 1, 1, 1, 1, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_3 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [95, 36, 62, 23, 20, 39, 34, 18, 21, 30, 19, 22, 21, 25, 13, 15, 7, 8, 14, 10, 10, 10, 5, 5, 13, 8, 6, 7, 5, 7, 1, 2, 3, 5, 3, 3, 2, 2, 3, 1, 2, 3, 4, 4, 3, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_4 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_5 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [1, 0, 0, 0, 0, 2, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_6 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_7 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [1, 2, 3, 3, 0, 2, 1, 0, 2, 0, 1, 0, 0, 3, 0, 2, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_8 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [7, 6, 11, 10, 7, 3, 4, 3, 4, 2, 7, 0, 5, 5, 4, 4, 3, 2, 2, 2, 2, 3, 3, 2, 1, 0, 0, 0, 1, 0, 2, 1, 0, 0, 0, 5, 0, 0, 1, 1, 0, 1, 2, 0, 1, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_9 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [28, 30, 22, 24, 23, 21, 10, 11, 8, 5, 17, 6, 13, 11, 6, 14, 9, 11, 6, 9, 7, 4, 7, 3, 4, 2, 9, 3, 6, 1, 8, 3, 4, 2, 6, 2, 2, 6, 5, 3, 4, 4, 1, 0, 1, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_2_10 = {  x: [\"Tsinghua University\", \"Chinese Academy of Sciences\", \"Peking University\", \"Tencent\", \"Alibaba AI Labs\", \"Huawei\", \"Shanghai Jiao Tong University\", \"Zhejiang University\", \"The Chinese University of Hong Kong\", \"Nanjing University\", \"Fudan University\", \"University of Science and Technology of China\", \"Baidu\", \"Hong Kong University of Science and Technology\", \"Sun Yat-sen University\", \"Northeastern University\", \"Beihang University\", \"Harbin Institute of Technology\", \"ByteDance\", \"Tianjin University\", \"Alibaba DAMO Academy\", \"Renmin University of China\", \"Beijing University of Posts and Telecommunications\", \"Beijing Institute of Technology\", \"University of Hong Kong\", \"Xi'an Jiaotong University\", \"Huazhong University of Science and Technology\", \"City University of Hong Kong\", \"The Hong Kong Polytechnic University\", \"Xidian University\", \"Soochow University\", \"Wuhan University\", \"Xiamen University\", \"South China University of Technology\", \"East China Normal University\", \"Wangxuan Institute of Computer Technology\", \"Southeast University\", \"Westlake University\", \"Beijing Jiaotong University\", \"Nankai University\", \"National University of Defense Technology\", \"Dalian University of Technology\", \"Ant Group\", \"Shenzhen Research Institute\", \"Shanghai Tech University\", ],\n  y: [30, 45, 19, 43, 31, 14, 7, 13, 14, 8, 15, 5, 8, 8, 13, 5, 10, 15, 7, 7, 18, 8, 9, 6, 2, 2, 2, 1, 2, 2, 10, 5, 4, 2, 4, 4, 3, 8, 3, 4, 0, 4, 3, 5, 7, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_country_org_source_2 = [trace_graph2021_last_country_org_source_2_0, trace_graph2021_last_country_org_source_2_1, trace_graph2021_last_country_org_source_2_2, trace_graph2021_last_country_org_source_2_3, trace_graph2021_last_country_org_source_2_4, trace_graph2021_last_country_org_source_2_5, trace_graph2021_last_country_org_source_2_6, trace_graph2021_last_country_org_source_2_7, trace_graph2021_last_country_org_source_2_8, trace_graph2021_last_country_org_source_2_9, trace_graph2021_last_country_org_source_2_10];\nfixBarGraph(data_graph2021_last_country_org_source_2);\nscaleBarGraph(data_graph2021_last_country_org_source_2, 32);\nPlotly.newPlot('myplot_graph2021_last_country_org_source_2', data_graph2021_last_country_org_source_2, {barmode: 'stack', margin: { l: 30, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<h3>UK<\/h3>\n<p>DeepMind, Oxford and Cambridge are towering above the rest in the UK.<\/p>\n<div id=\"myplot_graph2021_last_country_org_source_3\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_country_org_source_3_0 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [14, 23, 5, 13, 3, 3, 5, 0, 2, 4, 3, 3, 5, 2, 2, 2, 1, 6, 2, 0, 3, 1, 1, 3, 2, 2, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_1 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [30, 23, 21, 11, 19, 15, 5, 0, 0, 2, 1, 2, 2, 3, 1, 0, 0, 0, 0, 1, 2, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_2 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [47, 32, 14, 10, 19, 13, 7, 0, 1, 0, 2, 2, 0, 1, 1, 1, 0, 0, 0, 2, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_3 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [69, 81, 53, 16, 38, 26, 16, 3, 6, 1, 2, 5, 3, 4, 4, 2, 0, 2, 0, 3, 0, 0, 2, 0, 1, 0, 1, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_4 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [0, 0, 1, 4, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_5 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [4, 1, 5, 4, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_6 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [0, 0, 2, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_7 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [0, 2, 12, 6, 4, 3, 6, 5, 3, 2, 3, 1, 0, 0, 2, 4, 3, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_8 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [2, 4, 12, 9, 3, 3, 2, 8, 1, 2, 1, 1, 1, 0, 1, 2, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_9 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [7, 2, 22, 22, 3, 6, 4, 7, 4, 1, 2, 0, 0, 1, 0, 0, 2, 0, 2, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_3_10 = {  x: [\"DeepMind\", \"University of Oxford\", \"University of Cambridge\", \"University of Edinburgh\", \"University College London\", \"Alan Turing Institute\", \"Imperial College London\", \"University of Sheffield\", \"University of Warwick\", \"Queen Mary University of London\", \"University of Liverpool\", \"University of Bristol\", \"University of Birmingham\", \"University of Surrey\", \"King's College London\", \"University of Manchester\", \"Heriot Watt University\", \"University of Leeds\", \"Cardiff University\", \"University of Bath\", \"Durham University\", \"University of London\", \"University of Glasgow\", \"The Open University\", \"Queen's University Belfast\", \"University of Essex\", \"University of Greenwich\", \"Lancaster University\", \"University of Southampton\", \"University of Wolverhampton\", \"University of Sussex\", \"University of St Andrews\", \"Edinburgh Napier University\", \"University of Nottingham\", \"Royal Holloway\", \"Leeds University\", \"Coventry University\", \"Edge Hill University\", \"Open University\", \"Aberystwyth University\", \"University of Brighton\", \"University of Aberdeen\", \"Cranfield University\", \"University of York\", \"\u2192 Queen Mary\", ],\n  y: [4, 5, 21, 11, 5, 3, 3, 8, 4, 3, 0, 0, 1, 2, 2, 0, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_country_org_source_3 = [trace_graph2021_last_country_org_source_3_0, trace_graph2021_last_country_org_source_3_1, trace_graph2021_last_country_org_source_3_2, trace_graph2021_last_country_org_source_3_3, trace_graph2021_last_country_org_source_3_4, trace_graph2021_last_country_org_source_3_5, trace_graph2021_last_country_org_source_3_6, trace_graph2021_last_country_org_source_3_7, trace_graph2021_last_country_org_source_3_8, trace_graph2021_last_country_org_source_3_9, trace_graph2021_last_country_org_source_3_10];\nfixBarGraph(data_graph2021_last_country_org_source_3);\nscaleBarGraph(data_graph2021_last_country_org_source_3, 32);\nPlotly.newPlot('myplot_graph2021_last_country_org_source_3', data_graph2021_last_country_org_source_3, {barmode: 'stack', margin: { l: 30, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<h3>Canada<\/h3>\n<p>Toronto really stands out in Canada, with the Vector Institute, McGill and Montreal also being well-represented.<\/p>\n<div id=\"myplot_graph2021_last_country_org_source_4\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_country_org_source_4_0 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [15, 8, 8, 13, 9, 7, 5, 3, 0, 6, 2, 0, 3, 1, 2, 3, 0, 0, 0, 2, 1, 1, 2, 1, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_1 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [28, 17, 7, 18, 1, 4, 3, 5, 5, 1, 1, 0, 0, 0, 0, 1, 0, 4, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_2 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [27, 19, 11, 17, 15, 6, 6, 8, 2, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_3 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [55, 37, 24, 7, 15, 12, 15, 10, 21, 5, 1, 3, 1, 4, 2, 1, 0, 0, 3, 0, 0, 0, 0, 0, 1, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_4 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_5 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [2, 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_6 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_7 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [4, 0, 4, 2, 1, 5, 2, 2, 0, 2, 1, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_8 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [0, 0, 4, 1, 2, 2, 1, 0, 4, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_9 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [3, 0, 7, 0, 2, 4, 1, 1, 1, 3, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_4_10 = {  x: [\"University of Toronto\", \"Vector Institute\", \"McGill University\", \"University of Montreal\", \"University of Alberta\", \"University of Waterloo\", \"University of British Columbia\", \"Montreal Institute of Learning Algorithms\", \"Universit\u00e9 de Montr\u00e9al\", \"Simon Fraser University\", \"Queen's University\", \"Borealis AI\", \"York University\", \"McMaster University\", \"Universit\u00e9 Laval\", \"University of Ottawa\", \"National Research Council Canada\", \"Canadian Institute for Advanced Research\", \"University of Guelph\", \"Carleton University\", \"Ryerson University\", \"University of Windsor\", \"Wilfrid Laurier University\", \"Schwartz Reisman Institute for Technology and Society\", \"University of Manitoba\", \"University Health Network\", \"\u00c9cole Polytechnique de Montr\u00e9al\", \"University of Victoria\", \"University of Regina\", \"New York Institute of Technology (branch)\", \"University of Western Ontario\", \"Concordia University\", \"Polytechnique Montr\u00e9al\", \"Alberta Machine Learning Intelligence Institute\", \"Universit\u00e9 de Sherbrooke\", \"Memorial University of Newfoundland\", \"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al\", \"Mila McGill University\", \"Montreal Neurological Institute and Hospital\", \"IMRSV Data Labs\", ],\n  y: [2, 0, 9, 5, 1, 4, 4, 4, 1, 1, 2, 2, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_country_org_source_4 = [trace_graph2021_last_country_org_source_4_0, trace_graph2021_last_country_org_source_4_1, trace_graph2021_last_country_org_source_4_2, trace_graph2021_last_country_org_source_4_3, trace_graph2021_last_country_org_source_4_4, trace_graph2021_last_country_org_source_4_5, trace_graph2021_last_country_org_source_4_6, trace_graph2021_last_country_org_source_4_7, trace_graph2021_last_country_org_source_4_8, trace_graph2021_last_country_org_source_4_9, trace_graph2021_last_country_org_source_4_10];\nfixBarGraph(data_graph2021_last_country_org_source_4);\nscaleBarGraph(data_graph2021_last_country_org_source_4, 32);\nPlotly.newPlot('myplot_graph2021_last_country_org_source_4', data_graph2021_last_country_org_source_4, {barmode: 'stack', margin: { l: 30, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<h3>Germany<\/h3>\n<p>In Germany, T\u00fcbingen and Robert Bosch published more than 40 papers. <\/p>\n<div id=\"myplot_graph2021_last_country_org_source_5\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_country_org_source_5_0 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [1, 3, 7, 2, 5, 2, 9, 2, 1, 3, 4, 4, 3, 4, 6, 0, 4, 1, 2, 0, 0, 3, 2, 1, 0, 1, 1, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_1 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [8, 18, 6, 9, 3, 0, 2, 3, 2, 2, 3, 2, 0, 3, 0, 0, 0, 1, 0, 2, 0, 1, 0, 0, 0, 1, 2, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_2 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [8, 2, 9, 11, 0, 3, 0, 0, 2, 1, 0, 2, 1, 2, 1, 0, 2, 0, 0, 4, 1, 0, 0, 0, 3, 2, 0, 0, 0, 2, 0, 0, 1, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_3 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [26, 12, 15, 17, 6, 8, 4, 1, 7, 9, 1, 8, 0, 4, 7, 0, 2, 1, 2, 1, 3, 2, 0, 2, 2, 0, 1, 0, 1, 0, 1, 0, 1, 0, 2, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_4 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_5 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [0, 1, 1, 0, 3, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_6 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [1, 1, 0, 0, 0, 1, 0, 5, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_7 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [1, 2, 0, 0, 4, 4, 3, 6, 3, 1, 2, 0, 1, 0, 0, 1, 0, 1, 2, 1, 1, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 1, 2, 1, 2, 1, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_8 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [0, 1, 0, 0, 4, 3, 2, 0, 1, 0, 1, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_9 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [1, 3, 2, 2, 9, 9, 7, 7, 1, 1, 3, 0, 4, 1, 0, 4, 1, 2, 0, 0, 0, 0, 1, 1, 0, 0, 0, 1, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 1, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_5_10 = {  x: [\"University of Tu\u0308bingen\", \"Robert Bosch GmbH\", \"Technical University of Munich\", \"Max Planck Institute for Intelligent Systems\", \"University of Munich\", \"Technische Universita\u0308t Darmstadt\", \"Saarland University\", \"University of Stuttgart\", \"University of Heidelberg\", \"Max Planck Institute Informatics\", \"University of Bonn\", \"Technische Universit\u00e4t Berlin (TUB)\", \"Universit\u00e4t Potsdam\", \"University of Freiburg\", \"Max Planck Institute for Software Systems\", \"German Research Center for Artificial Intelligence\", \"Gottfried Wilhelm Leibniz Universit\u00e4t Hannover\", \"University of Mannheim\", \"Paderborn University\", \"Max Planck Institute\", \"Universit\u00e4t Konstanz\", \"NEC Laboratories Europe\", \"Universita\u0308t Leipzig\", \"RWTH Aachen University\", \"Otto-von-Guericke-Universit\u00e4t Magdeburg\", \"Technische Universit\u00e4t Dortmund\", \"Karlsruhe Institute of Technology KIT\", \"Symanto Research\", \"University of Hamburg\", \"SAP\", \"Max Planck Institute for Biological Cybernetics\", \"Universit\u00e4t Ulm\", \"Johann Wolfgang Goethe-Universit\u00e4t Frankfurt am Main\", \"Leibniz Institute for German Language\", \"Georg-August-Universit\u00e4t G\u00f6ttingen\", \"Zuse Institute Berlin\", \"Free University of Berlin\", \"T\u00fcbingen University\", \"Technische Universita\u0308t Dresden\", \"Research Training Group AIPHES\", \"Sulzer GmbH\", \"Zerotha Research and Cerence GmbH\", \"Friedrich-Schiller-Universit\u00e4t Jena\", \"Universit\u00e4t Osnabr\u00fcck\", \"University of D\u00fcsseldorf\", ],\n  y: [0, 2, 1, 0, 5, 7, 7, 2, 2, 1, 2, 0, 4, 0, 0, 4, 0, 3, 2, 0, 1, 0, 2, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_country_org_source_5 = [trace_graph2021_last_country_org_source_5_0, trace_graph2021_last_country_org_source_5_1, trace_graph2021_last_country_org_source_5_2, trace_graph2021_last_country_org_source_5_3, trace_graph2021_last_country_org_source_5_4, trace_graph2021_last_country_org_source_5_5, trace_graph2021_last_country_org_source_5_6, trace_graph2021_last_country_org_source_5_7, trace_graph2021_last_country_org_source_5_8, trace_graph2021_last_country_org_source_5_9, trace_graph2021_last_country_org_source_5_10];\nfixBarGraph(data_graph2021_last_country_org_source_5);\nscaleBarGraph(data_graph2021_last_country_org_source_5, 32);\nPlotly.newPlot('myplot_graph2021_last_country_org_source_5', data_graph2021_last_country_org_source_5, {barmode: 'stack', margin: { l: 30, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<h3>South Korea<\/h3>\n<p>In South Korea, KAIST has an impressive lead over the other organizations. Seoul and Samsung also stand out.<\/p>\n<div id=\"myplot_graph2021_last_country_org_source_6\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_last_country_org_source_6_0 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [29, 12, 11, 6, 9, 4, 2, 2, 2, 1, 2, 3, 2, 0, 0, 1, 2, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'AAAI',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_1 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [21, 11, 11, 3, 2, 2, 2, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'ICLR',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_2 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [15, 8, 7, 1, 3, 0, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, ],\n  name: 'ICML',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_3 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [44, 18, 14, 9, 9, 7, 2, 2, 5, 0, 0, 1, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, ],\n  name: 'NeurIPS',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_4 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_5 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'TACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_6 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'CoNLL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_7 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [0, 2, 6, 3, 1, 2, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'EACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_8 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [4, 2, 2, 1, 0, 0, 1, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ],\n  name: 'NAACL',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_9 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [11, 5, 4, 7, 1, 2, 0, 2, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, ],\n  name: 'EMNLP',\n  type: 'bar'\n};\nvar trace_graph2021_last_country_org_source_6_10 = {  x: [\"Korea Advanced Institute of Science and Technology\", \"Seoul National University\", \"Samsung Research\", \"Naver Corp\", \"Yonsei University\", \"Korea University\", \"LG AI Research\", \"Kakao Enterprise\", \"Pohang University of Science and Technology\", \"Sungkyunkwan University\", \"Sogang University\", \"Inha University\", \"University of Seoul\", \"Upstage AI Research\", \"Kyung Hee University\", \"Gwangju Institute of Science and Technology\", \"Ulsan National Institute of Science and Technology\", \"Gachon University\", \"Daegu Gyeongbuk Institute of Science and Technology\", \"Kangwon National University\", \"NCSOFT\", \"Konkuk University\", \"Korea Electronics Technology Institute\", \"Chungnam National University\", \"lsan National Institute of Science and Technology\", \"Jeju National University\", \"Incheon National University\", ],\n  y: [4, 4, 3, 5, 2, 3, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, ],\n  name: 'ACL',\n  type: 'bar'\n};\nvar data_graph2021_last_country_org_source_6 = [trace_graph2021_last_country_org_source_6_0, trace_graph2021_last_country_org_source_6_1, trace_graph2021_last_country_org_source_6_2, trace_graph2021_last_country_org_source_6_3, trace_graph2021_last_country_org_source_6_4, trace_graph2021_last_country_org_source_6_5, trace_graph2021_last_country_org_source_6_6, trace_graph2021_last_country_org_source_6_7, trace_graph2021_last_country_org_source_6_8, trace_graph2021_last_country_org_source_6_9, trace_graph2021_last_country_org_source_6_10];\nfixBarGraph(data_graph2021_last_country_org_source_6);\nscaleBarGraph(data_graph2021_last_country_org_source_6, 32);\nPlotly.newPlot('myplot_graph2021_last_country_org_source_6', data_graph2021_last_country_org_source_6, {barmode: 'stack', margin: { l: 30, r: 0, b: 270, t: 20, pad: 4 }});\n<\/script><\/p>\n<h2>Topic Similarity<\/h2>\n<p>For this section, I ran the papers through LDA and then visualised them using t-SNE.<\/p>\n<p>Visualization of the organizations shows that they are mostly clustered according to geographical proximity, with companies centered in the middle.<\/p>\n<p><a href=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png\" alt=\"\" width=\"849\" height=\"453\" class=\"aligncenter size-full wp-image-1890\" srcset=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png 849w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1-300x160.png 300w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1-150x80.png 150w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1-768x410.png 768w\" sizes=\"auto, (max-width: 849px) 100vw, 849px\" \/><\/a><\/p>\n<p>We can do the same visualization for the authors, although these clusters are a bit more difficult to interpret.<\/p>\n<p><a href=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_authors-1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_authors-1.png\" alt=\"\" width=\"838\" height=\"451\" class=\"aligncenter size-full wp-image-1892\" srcset=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_authors-1.png 838w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_authors-1-300x161.png 300w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_authors-1-150x81.png 150w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_authors-1-768x413.png 768w\" sizes=\"auto, (max-width: 838px) 100vw, 838px\" \/><\/a><\/p>\n<p>The countries are again clustered based on geography, this time with USA in the middle of the graph.<\/p>\n<p><a href=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_countries-1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_countries-1.png\" alt=\"\" width=\"845\" height=\"450\" class=\"aligncenter size-full wp-image-1893\" srcset=\"https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_countries-1.png 845w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_countries-1-300x160.png 300w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_countries-1-150x80.png 150w, https:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_countries-1-768x409.png 768w\" sizes=\"auto, (max-width: 845px) 100vw, 845px\" \/><\/a><\/p>\n<h2>Keywords<\/h2>\n<p>We can also plot the proportion of papers that contain a particular keyword and track how this has changed over time.<\/p>\n<p>The word \"neural\" seems to have a very slight downward trend, although it can still be found in more than 80% of the papers. The proportion of words \"recurrent\" and \"convolutional\" is also decreasing, whereas \"transformer\" can now be found in more than 30% of the papers.<\/p>\n<div id=\"myplot_graph2021_all_keyword_year\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_keyword_year_0 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.11735261401557286, 0.13508557457212714, 0.20113851992409867, 0.3198900091659028, 0.610989010989011, 0.7216142270861833, 0.8145126663804207, 0.8410618858817446, 0.8333769976421274, 0.8236045027271672, ],\n  text: \"neural\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_1 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.185761957730812, 0.20904645476772615, 0.2547438330170778, 0.29880843263061413, 0.4084249084249084, 0.5034199726402189, 0.5978960927436668, 0.631098086536804, 0.659418391406864, 0.6468608564465591, ],\n  text: \"deep\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_2 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.21579532814238042, 0.2047677261613692, 0.18927893738140417, 0.1998166819431714, 0.1783882783882784, 0.1822845417236662, 0.16423357664233576, 0.15807619375969661, 0.14933193607545192, 0.1413484971567831, ],\n  text: \"bayesian\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_3 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.02335928809788654, 0.03178484107579462, 0.03320683111954459, 0.03712190650779102, 0.05787545787545788, 0.11764705882352941, 0.18656075568913696, 0.24943975176693672, 0.2703694000523972, 0.2807241499361727, ],\n  text: \"adversarial\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_4 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.067853170189099, 0.061124694376528114, 0.05075901328273245, 0.06003666361136572, 0.06373626373626373, 0.1374829001367989, 0.18784886217260627, 0.20582658162385795, 0.21509038511920356, 0.20691656028780317, ],\n  text: \"reinforcement\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_5 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.6012235817575083, 0.5837408312958435, 0.5896584440227703, 0.5934922089825848, 0.5721611721611721, 0.5403556771545828, 0.5249033920137398, 0.5087053956214446, 0.5242336913806654, 0.5382383660206569, ],\n  text: \"graph\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_6 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.027808676307007785, 0.030562347188264057, 0.04601518026565465, 0.09624197983501374, 0.22857142857142856, 0.28214774281805743, 0.32116788321167883, 0.27546974659541457, 0.22203301021744826, 0.16687942439364048, ],\n  text: \"recurrent\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_7 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.013904338153503892, 0.029339853300733496, 0.05502846299810247, 0.1076993583868011, 0.20805860805860807, 0.2814637482900137, 0.3473593817088879, 0.35131873814859504, 0.32368352108986115, 0.30300568643379366, ],\n  text: \"convolutional\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_8 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.00389321468298109, 0.003667481662591687, 0.0009487666034155598, 0.006416131989000917, 0.0062271062271062275, 0.009917920656634747, 0.03628166595105196, 0.13463196000689537, 0.2530783337699764, 0.3277242659858419, ],\n  text: \"transformer\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_9 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.26807563959955505, 0.254278728606357, 0.24573055028462998, 0.2598533455545371, 0.2945054945054945, 0.27325581395348836, 0.29991412623443536, 0.28374418203757973, 0.27220330102174484, 0.25960311013113613, ],\n  text: \"translation\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_10 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.22580645161290322, 0.21026894865525672, 0.20825426944971537, 0.2076076993583868, 0.20036630036630038, 0.15595075239398085, 0.13374838986689566, 0.10825719703499397, 0.09523185747969609, 0.08146686781942672, ],\n  text: \"parsing\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_11 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.028921023359288096, 0.04462102689486552, 0.048861480075901326, 0.05682859761686526, 0.07545787545787545, 0.10225718194254446, 0.11206526406182911, 0.12859851749698328, 0.11776264081739586, 0.12069165602878032, ],\n  text: \"mnist\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_12 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.04560622914349277, 0.0488997555012225, 0.06878557874762808, 0.08249312557286893, 0.07838827838827839, 0.06155950752393981, 0.0631172176899957, 0.04619893121875539, 0.045061566675399525, 0.03562724846234188, ],\n  text: \"twitter\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_keyword_year_13 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.014460511679644048, 0.040342298288508556, 0.06309297912713473, 0.14757103574702107, 0.2402930402930403, 0.32181942544459646, 0.43022756547874624, 0.49388036545423203, 0.5454545454545454, 0.5803643959614715, ],\n  text: \"github\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar data_graph2021_all_keyword_year = [trace_graph2021_all_keyword_year_0, trace_graph2021_all_keyword_year_1, trace_graph2021_all_keyword_year_2, trace_graph2021_all_keyword_year_3, trace_graph2021_all_keyword_year_4, trace_graph2021_all_keyword_year_5, trace_graph2021_all_keyword_year_6, trace_graph2021_all_keyword_year_7, trace_graph2021_all_keyword_year_8, trace_graph2021_all_keyword_year_9, trace_graph2021_all_keyword_year_10, trace_graph2021_all_keyword_year_11, trace_graph2021_all_keyword_year_12, trace_graph2021_all_keyword_year_13];\nfixLineGraph(data_graph2021_all_keyword_year);\nscaleLineGraph(data_graph2021_all_keyword_year, 15);\nPlotly.newPlot('myplot_graph2021_all_keyword_year', data_graph2021_all_keyword_year, {margin: { l: 30, r: 0, b: 100, t: 0, pad: 4 }, showlegend: false, showticklabels: true, xaxis:{autotick: false}});\n<\/script><\/p>\n<p>Looking at just the keyword \"adversarial\", we see that it is particularly popular in ICLR, with almost half of the papers using it. The count for \"adversarial\" seems to have peaked for ICML and NeurIPS, while it has been steadily increasing for AAAI.<\/p>\n<div id=\"myplot_graph2021_all_source_year_adversarial\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_source_year_adversarial_0 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.006097560975609756, 0.006993006993006993, 0.0, 0.021341463414634148, 0.03642384105960265, 0.13385826771653545, 0.19090909090909092, 0.17223650385604114, 0.176056338028169, ],\n  text: \"ACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_1 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.004878048780487805, 0.008849557522123894, 0.003205128205128205, 0.003787878787878788, 0.05572755417956656, 0.14025500910746813, 0.1776798825256975, 0.16378162450066577, 0.185761957730812, ],\n  text: \"EMNLP\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_2 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.014285714285714285, 0.0, 0.0, 0.0, 0.0, 0.09803921568627451, 0.18625277161862527, 0.0, 0.20125786163522014, ],\n  text: \"NAACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_3 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0041841004184100415, 0.0, 0.0, 0.0, 0.17177914110429449, ],\n  text: \"EACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_4 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14130434782608695, 0.0, ],\n  text: \"AACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_5 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0030120481927710845, 0.0, 0.0, 0.0, 0.002967359050445104, 0.0, 0.10303030303030303, 0.0, 0.1323529411764706, 0.0, ],\n  text: \"COLING\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_6 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.02631578947368421, 0.06451612903225806, 0.08888888888888889, 0.16071428571428573, 0.20618556701030927, 0.1509433962264151, 0.11538461538461539, ],\n  text: \"CoNLL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_7 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.046511627906976744, 0.0, 0.0, 0.02702702702702703, 0.08333333333333333, 0.08888888888888889, 0.1956521739130435, 0.17204301075268819, ],\n  text: \"TACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_8 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.02857142857142857, 0.0, 0.0, 0.0, 0.029411764705882353, 0.2222222222222222, 0.3181818181818182, 0.06896551724137931, ],\n  text: \"CL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_9 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.03260869565217391, 0.058333333333333334, 0.0705596107055961, 0.08684863523573201, 0.13181019332161686, 0.20618556701030927, 0.244796828543112, 0.2641906096706377, 0.32086406743940993, 0.29648671808054844, ],\n  text: \"NeurIPS\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_10 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.04526748971193416, 0.0636042402826855, 0.06451612903225806, 0.08518518518518518, 0.07763975155279502, 0.15898617511520738, 0.2318840579710145, 0.2820181112548512, 0.31981566820276497, 0.3043110735418428, ],\n  text: \"ICML\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_11 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.029411764705882353, 0.07142857142857142, 0.25, 0.31313131313131315, 0.44047619047619047, 0.4960159362549801, 0.4643377001455604, 0.47325581395348837, ],\n  text: \"ICLR\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_adversarial_12 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.05787781350482315, 0.039603960396039604, 0.032663316582914576, 0.03345724907063197, 0.04927007299270073, 0.0594679186228482, 0.12700106723585913, 0.21272885789014823, 0.2571428571428571, 0.2974607013301088, ],\n  text: \"AAAI\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar data_graph2021_all_source_year_adversarial = [trace_graph2021_all_source_year_adversarial_0, trace_graph2021_all_source_year_adversarial_1, trace_graph2021_all_source_year_adversarial_2, trace_graph2021_all_source_year_adversarial_3, trace_graph2021_all_source_year_adversarial_4, trace_graph2021_all_source_year_adversarial_5, trace_graph2021_all_source_year_adversarial_6, trace_graph2021_all_source_year_adversarial_7, trace_graph2021_all_source_year_adversarial_8, trace_graph2021_all_source_year_adversarial_9, trace_graph2021_all_source_year_adversarial_10, trace_graph2021_all_source_year_adversarial_11, trace_graph2021_all_source_year_adversarial_12];\nfixLineGraph(data_graph2021_all_source_year_adversarial);\nscaleLineGraph(data_graph2021_all_source_year_adversarial, 15);\nPlotly.newPlot('myplot_graph2021_all_source_year_adversarial', data_graph2021_all_source_year_adversarial, {margin: { l: 30, r: 0, b: 100, t: 0, pad: 4 }, showlegend: false, showticklabels: true, xaxis:{autotick: false}});\n<\/script><\/p>\n<p>The keyword \"transformer\" has gotten very popular in the past couple of years. It is particularly widely used in NLP papers, with over 50% of the publications containing it, but the popularity is steadily increasing also in all the ML conferences.<\/p>\n<div id=\"myplot_graph2021_all_source_year_transformer\" style=\"height:550px;\"><\/div>\n<p><script>\nvar trace_graph2021_all_source_year_transformer_0 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.006097560975609756, 0.0034965034965034965, 0.0031446540880503146, 0.0, 0.0, 0.03412073490813648, 0.28484848484848485, 0.4910025706940874, 0.6830985915492958, ],\n  text: \"ACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_1 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.004878048780487805, 0.0, 0.0, 0.0, 0.006191950464396285, 0.09289617486338798, 0.3333333333333333, 0.6364846870838882, 0.6618464961067854, ],\n  text: \"EMNLP\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_2 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.0, 0.011049723756906077, 0.0, 0.028011204481792718, 0.17960088691796008, 0.6373165618448637, ],\n  text: \"NAACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_3 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0041841004184100415, 0.6288343558282209, ],\n  text: \"EACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_4 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", ],\n  y: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5434782608695652 ],\n  text: \"AACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_5 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\",],\n  y: [0.012048192771084338, 0.0, 0.0, 0.0, 0.0, 0.0, 0.024242424242424242, 0.0, 0.5326797385620915,],\n  text: \"COLING\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_6 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.02631578947368421, 0.0, 0.0, 0.017857142857142856, 0.44329896907216493, 0.4716981132075472, 0.5384615384615384, ],\n  text: \"CoNLL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_7 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.023809523809523808, 0.0, 0.0, 0.10416666666666667, 0.24444444444444444, 0.5217391304347826, 0.5698924731182796, ],\n  text: \"TACL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_8 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.05555555555555555, 0.36363636363636365, 0.5517241379310345, ],\n  text: \"CL\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_9 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.0024813895781637717, 0.019332161687170474, 0.014727540500736377, 0.03865213082259663, 0.06517168885774352, 0.09009483667017913, 0.17737789203084833, ],\n  text: \"NeurIPS\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_10 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.0, 0.003703703703703704, 0.006211180124223602, 0.0069124423963133645, 0.01610305958132045, 0.047865459249676584, 0.07649769585253456, 0.11496196111580727, ],\n  text: \"ICML\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_11 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.0, 0.0, 0.029411764705882353, 0.047619047619047616, 0.0, 0.030303030303030304, 0.05654761904761905, 0.09163346613545817, 0.2314410480349345, 0.3058139534883721, ],\n  text: \"ICLR\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar trace_graph2021_all_source_year_transformer_12 = {  x: [\"2012\", \"2013\", \"2014\", \"2015\", \"2016\", \"2017\", \"2018\", \"2019\", \"2020\", \"2021\", ],\n  y: [0.00964630225080386, 0.01485148514851485, 0.0, 0.013011152416356878, 0.0036496350364963502, 0.010954616588419406, 0.013874066168623266, 0.047079337401918046, 0.14037267080745341, 0.19649334945586458, ],\n  text: \"AAAI\",\n  type: 'scatter',\nhoverinfo: \"text\"\n};\nvar data_graph2021_all_source_year_transformer = [trace_graph2021_all_source_year_transformer_0, trace_graph2021_all_source_year_transformer_1, trace_graph2021_all_source_year_transformer_2, trace_graph2021_all_source_year_transformer_3, trace_graph2021_all_source_year_transformer_4, trace_graph2021_all_source_year_transformer_5, trace_graph2021_all_source_year_transformer_6, trace_graph2021_all_source_year_transformer_7, trace_graph2021_all_source_year_transformer_8, trace_graph2021_all_source_year_transformer_9, trace_graph2021_all_source_year_transformer_10, trace_graph2021_all_source_year_transformer_11, trace_graph2021_all_source_year_transformer_12];\nfixLineGraph(data_graph2021_all_source_year_transformer);\nscaleLineGraph(data_graph2021_all_source_year_transformer, 15);\nPlotly.newPlot('myplot_graph2021_all_source_year_transformer', data_graph2021_all_source_year_transformer, {margin: { l: 30, r: 0, b: 100, t: 0, pad: 4 }, showlegend: false, showticklabels: true, xaxis:{autotick: false}});\n<\/script><\/p>\n<h2>Fun Facts<\/h2>\n<p>And a couple more random facts about 2021 to finish:<\/p>\n<ul>\n<li>Most authors on a single paper: <a href=\"https:\/\/aclanthology.org\/2021.tacl-1.66.pdf\">MasakhaNER: Named Entity Recognition for African Languages<\/a> in TACL with 61 authors. This doesn't quite take the all-time record but gets an honorable second position.<\/li>\n<li>The longest paper title: <a href=\"http:\/\/proceedings.mlr.press\/v139\/mel21a\/mel21a.pdf\">A theory of high dimensional regression with arbitrary correlations between input features and target functions: sample complexity, multiple descent curves and a hierarchy of phase transitions<\/a> at ICML. This title actually takes the all-time record as well.<\/li>\n<li>The shortest paper title: <a href=\"http:\/\/proceedings.mlr.press\/v139\/chierichetti21a\/chierichetti21a.pdf\">Light RUMs<\/a> at ICML.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>I am sharing here the yearly paper analysis for 2021, containing statistics about ML and NLP publications from the past year. It has arrived later&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1809","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ML and NLP Publications in 2021 - Marek Rei<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ML and NLP Publications in 2021 - Marek Rei\" \/>\n<meta property=\"og:description\" content=\"I am sharing here the yearly paper analysis for 2021, containing statistics about ML and NLP publications from the past year. It has arrived later&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/\" \/>\n<meta property=\"og:site_name\" content=\"Marek Rei\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-28T13:20:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-04-28T13:20:49+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png\" \/>\n<meta name=\"author\" content=\"Marek\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marek\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/\",\"url\":\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/\",\"name\":\"ML and NLP Publications in 2021 - Marek Rei\",\"isPartOf\":{\"@id\":\"https:\/\/www.marekrei.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png\",\"datePublished\":\"2022-04-28T13:20:48+00:00\",\"dateModified\":\"2022-04-28T13:20:49+00:00\",\"author\":{\"@id\":\"https:\/\/www.marekrei.com\/blog\/#\/schema\/person\/a145eb0a06ed4acf5b0f84a24b7a1191\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#primaryimage\",\"url\":\"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png\",\"contentUrl\":\"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.marekrei.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ML and NLP Publications in 2021\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.marekrei.com\/blog\/#website\",\"url\":\"https:\/\/www.marekrei.com\/blog\/\",\"name\":\"Marek Rei\",\"description\":\"Thoughts on Machine Learning and Natural Language Processing\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.marekrei.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.marekrei.com\/blog\/#\/schema\/person\/a145eb0a06ed4acf5b0f84a24b7a1191\",\"name\":\"Marek\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.marekrei.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/48a65414bfda6485aaa0703e548de0ed25292b5fe0d979ed8c28ad83cf5a82c0?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/48a65414bfda6485aaa0703e548de0ed25292b5fe0d979ed8c28ad83cf5a82c0?s=96&d=mm&r=g\",\"caption\":\"Marek\"},\"url\":\"https:\/\/www.marekrei.com\/blog\/author\/marek\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ML and NLP Publications in 2021 - Marek Rei","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/","og_locale":"en_US","og_type":"article","og_title":"ML and NLP Publications in 2021 - Marek Rei","og_description":"I am sharing here the yearly paper analysis for 2021, containing statistics about ML and NLP publications from the past year. It has arrived later&hellip;","og_url":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/","og_site_name":"Marek Rei","article_published_time":"2022-04-28T13:20:48+00:00","article_modified_time":"2022-04-28T13:20:49+00:00","og_image":[{"url":"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png"}],"author":"Marek","twitter_misc":{"Written by":"Marek","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/","url":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/","name":"ML and NLP Publications in 2021 - Marek Rei","isPartOf":{"@id":"https:\/\/www.marekrei.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#primaryimage"},"image":{"@id":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#primaryimage"},"thumbnailUrl":"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png","datePublished":"2022-04-28T13:20:48+00:00","dateModified":"2022-04-28T13:20:49+00:00","author":{"@id":"https:\/\/www.marekrei.com\/blog\/#\/schema\/person\/a145eb0a06ed4acf5b0f84a24b7a1191"},"breadcrumb":{"@id":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#primaryimage","url":"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png","contentUrl":"http:\/\/www.marekrei.com\/blog\/wp-content\/uploads\/2022\/04\/clustering_org-1.png"},{"@type":"BreadcrumbList","@id":"https:\/\/www.marekrei.com\/blog\/ml-and-nlp-publications-in-2021\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.marekrei.com\/blog\/"},{"@type":"ListItem","position":2,"name":"ML and NLP Publications in 2021"}]},{"@type":"WebSite","@id":"https:\/\/www.marekrei.com\/blog\/#website","url":"https:\/\/www.marekrei.com\/blog\/","name":"Marek Rei","description":"Thoughts on Machine Learning and Natural Language Processing","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.marekrei.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.marekrei.com\/blog\/#\/schema\/person\/a145eb0a06ed4acf5b0f84a24b7a1191","name":"Marek","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.marekrei.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/48a65414bfda6485aaa0703e548de0ed25292b5fe0d979ed8c28ad83cf5a82c0?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/48a65414bfda6485aaa0703e548de0ed25292b5fe0d979ed8c28ad83cf5a82c0?s=96&d=mm&r=g","caption":"Marek"},"url":"https:\/\/www.marekrei.com\/blog\/author\/marek\/"}]}},"_links":{"self":[{"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/posts\/1809","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/comments?post=1809"}],"version-history":[{"count":72,"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/posts\/1809\/revisions"}],"predecessor-version":[{"id":1912,"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/posts\/1809\/revisions\/1912"}],"wp:attachment":[{"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/media?parent=1809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/categories?post=1809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.marekrei.com\/blog\/wp-json\/wp\/v2\/tags?post=1809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}