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AI 2000 Natural Language Processing Most Influential Scholars

The 2020 AI 2000 Most Influential Scholars in Natural Language Processing are the top 10 most cited scholars from the top venues of this field over the past 10 years (2009–2019). The top 11–100 most cited scholars are recognized as AI 2000 Most Influential Scholars Honorable Mention. The identified top venues of this field are Annual Meeting of the Association for Computational Linguistics(ACL), Conference on Empirical Methods in Natural Language Processing(EMNLP) and North American Chapter of the Association for Computational Linguistics(NAACL), which published 9936 papers authored by 16221 scholars between 2009 and 2019.
Chinese
Overseas Chinese
Multi journal / conference

Most Influential Scholars

views: -h-index: 121#Paper: 464#Citation: 126766
views: -h-index: 52#Paper: 198#Citation: 62937
views: -h-index: 18#Paper: 41#Citation: 16645
Yoshua Bengio

Professor

Département d’informatique et de recherche opérationnelle, Université de Montréal

Canada

Total citations of the selected papers: 11178
views: -h-index: 154#Paper: 810#Citation: 255730
Noah A. Smith

Associate Professor

Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 9565
views: -h-index: 68#Paper: 335#Citation: 21715
Andrew Y. Ng

Adjunct Professor

Computer Science Department, Stanford University

United States

Total citations of the selected papers: 9246
views: -h-index: 122#Paper: 329#Citation: 158460
Kyunghyun Cho

Associate Professor

Computer Science and Center for Data Science, New York University

United States

Total citations of the selected papers: 9061
views: -h-index: 49#Paper: 237#Citation: 41839
views: -h-index: 39#Paper: 185#Citation: 15265
views: -h-index: 25#Paper: 45#Citation: 16365
Chris Dyer

Assistant Professor

School of Computer Science, Carnegie Mellon University

United States

Total citations of the selected papers: 7520
views: -h-index: 56#Paper: 209#Citation: 20820

Most Influential Scholars Honorable Mention

views: -h-index: 11#Paper: 43#Citation: 9390
views: -h-index: 13#Paper: 25#Citation: 24381
Dan Jurafsky

Professor

Computer Science Department, Stanford University

United States

Total citations of the selected papers: 7111
views: -h-index: 83#Paper: 332#Citation: 49912
Christopher Gerard Potts

Professor、Director、Chief Scientist

Computer Science Department, Stanford University

United States

Total citations of the selected papers: 6912
views: -h-index: 40#Paper: 109#Citation: 14048
Yoon Kim

PhD Student

The Computer Science at Harvard University

United States

Total citations of the selected papers: 6613
views: -h-index: 12#Paper: 31#Citation: 8191
Mihai Surdeanu

Associate Professor

Computer Science, University of Arizona

United States

Total citations of the selected papers: 5785
views: -h-index: 35#Paper: 129#Citation: 12038
views: -h-index: 13#Paper: 29#Citation: 11671
Luke Zettlemoyer

Associate Professor

Department of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 5644
views: -h-index: 46#Paper: 131#Citation: 11554
John Bauer

Software Engineer

Dept of Computer ScienceStanford University

United States

Total citations of the selected papers: 5164
views: -h-index: 9#Paper: 11#Citation: 5351
Phil Blunsom

Associate Professor

Department of Computer Science, University of Oxford

United Kingdom

Total citations of the selected papers: 5014
views: -h-index: 41#Paper: 158#Citation: 12894
Steven Bethard

Assistant Professor

Department of Computer and Information Sciences, University of Alabama at Birmingham

United States

Total citations of the selected papers: 4855
views: -h-index: 37#Paper: 123#Citation: 9112
Jenny Rose Finkel

Postdoctoral fellow

Massachusetts Institute of Technology

United States

Total citations of the selected papers: 4833
views: -h-index: 18#Paper: 28#Citation: 8960
Percy Liang

Associate Professor

Computer Science Department, Stanford University/Statistics Department, Stanford University

United States

Total citations of the selected papers: 4769
views: -h-index: 50#Paper: 190#Citation: 12539
views: -h-index: 21#Paper: 34#Citation: 6715
views: -h-index: 46#Paper: 100#Citation: 10257
views: -h-index: 81#Paper: 608#Citation: 26951
Oren Etzioni

Professor

Allen Institute for Artificial Intelligence/Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 4083
views: -h-index: 92#Paper: 283#Citation: 42963
Alan Ritter

Assistant Professor

Department of Computer Science and Engineering, The Ohio State University

United States

Total citations of the selected papers: 4072
views: -h-index: 29#Paper: 71#Citation: 9171
Claire Cardie

Professor

Department of Computer Science and Department of Information Science, Cornell University

United States

Total citations of the selected papers: 4030
views: -h-index: 66#Paper: 225#Citation: 19173
Dan Klein

Associate Professor

UC Berkeley Berkeley Engineering

United States

Total citations of the selected papers: 3996
views: -h-index: 69#Paper: 215#Citation: 23523
views: -h-index: 23#Paper: 42#Citation: 11945
Kristina Toutanova

Affiliate Assistant Professor

Department of Linguistics, University of Washington

United States

Total citations of the selected papers: 3992
views: -h-index: 41#Paper: 112#Citation: 15909
views: -h-index: 15#Paper: 36#Citation: 8399
views: -h-index: 52#Paper: 203#Citation: 17772
Mirella Lapata

Professor

ILCC, School of Informatics, University of Edinburgh

United Kingdom

Total citations of the selected papers: 3866
views: -h-index: 64#Paper: 224#Citation: 13558
views: -h-index: 60#Paper: 373#Citation: 13809
Ting Liu

Professor

School of Software, Harbin Institute of Technology/School of Computer Science and Technology, Harbin Institute of Technology

China

Total citations of the selected papers: 3619
views: -h-index: 50#Paper: 687#Citation: 13746
Chris Callison Burch

Associate Professor

Computer and Information Science Department at the University of Pennsylvania

United States

Total citations of the selected papers: 3480
views: -h-index: 47#Paper: 217#Citation: 16172
views: -h-index: 3#Paper: 5#Citation: 3559
views: -h-index: 26#Paper: 75#Citation: 6175
views: -h-index: 24#Paper: 67#Citation: 10352
views: -h-index: 13#Paper: 20#Citation: 4612
Kevin Gimpel

Assistant Professor

Toyota Technological Institute at Chicago

United States

Total citations of the selected papers: 3263
views: -h-index: 29#Paper: 103#Citation: 5145
views: -h-index: 43#Paper: 143#Citation: 8463
views: -h-index: 41#Paper: 159#Citation: 12252
views: -h-index: 18#Paper: 24#Citation: 13059
Mohit Iyyer

Assistant Professor

University of Massachusetts Amherst

United States

Total citations of the selected papers: 3190
views: -h-index: 14#Paper: 45#Citation: 6117
Bing Qin

教授

School of Software, Harbin Institute of Technology/School of Computer Science and Technology, Harbin Institute of Technology

China

Total citations of the selected papers: 3173
views: -h-index: 32#Paper: 191#Citation: 6592
views: -h-index: 27#Paper: 64#Citation: 5262
views: -h-index: 33#Paper: 67#Citation: 7204
views: -h-index: 42#Paper: 146#Citation: 7273
views: -h-index: 33#Paper: 70#Citation: 7743
views: -h-index: 50#Paper: 173#Citation: 8898
Regina Barzilay

Professor

Institute for Medical Science and Engineering, MIT

United States

Total citations of the selected papers: 2858
views: -h-index: 58#Paper: 220#Citation: 13693
Sameer Singh

Assistant Professor

Department of Computer Science, University of California

United States

Total citations of the selected papers: 2847
views: -h-index: 27#Paper: 122#Citation: 8880
views: -h-index: 49#Paper: 459#Citation: 11773
Andrew Mccallum

Professor

Department of Computer Science, University Massachusetts Amherst

United States

Total citations of the selected papers: 2769
views: -h-index: 101#Paper: 309#Citation: 56273
Dan Roth

Professor

Department of Computer and information Science, University of Pennsylvania

United States

Total citations of the selected papers: 2735
views: -h-index: 77#Paper: 546#Citation: 27602
views: -h-index: 15#Paper: 28#Citation: 4433
Yoav Goldberg

Professor

Computer Science Department, Bar Ilan University

Israel

Total citations of the selected papers: 2607
views: -h-index: 41#Paper: 136#Citation: 10230
views: -h-index: 35#Paper: 66#Citation: 52049
views: -h-index: 19#Paper: 74#Citation: 3346
views: -h-index: 20#Paper: 62#Citation: 4544
views: -h-index: 34#Paper: 79#Citation: 7723
views: -h-index: 27#Paper: 119#Citation: 5776
Brendan T. O'Connor

Assistant Professor

University of Massachusetts, Amherst

United States

Total citations of the selected papers: 2408
views: -h-index: 13#Paper: 40#Citation: 6696
views: -h-index: 26#Paper: 57#Citation: 9672
Matthew E. Peters

Researcher

Allen Institute for Artificial Intelligence

United States

Total citations of the selected papers: 2402
views: -h-index: 18#Paper: 33#Citation: 3602
Mausam

Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 2390
views: -h-index: 39#Paper: 118#Citation: 6751
Alexandra Birch

研究员

Institute for Language, Cognition and Computation, School of Informatics, University of Edinburgh

United Kingdom

Total citations of the selected papers: 2366
views: -h-index: 25#Paper: 66#Citation: 9659
Mark Dredze

Associate Professor

Computer Science, Johns Hopkins University

United States

Total citations of the selected papers: 2353
views: -h-index: 56#Paper: 261#Citation: 13602
Ani Nenkova

Associate professor

Computer and Information Science, University of Pennsylvania

United States

Total citations of the selected papers: 2329
views: -h-index: 43#Paper: 136#Citation: 7537
Preslav Nakov

Senior Scientist

Department of Electrical Engineering and Computer Science, University of California

Qatar

Total citations of the selected papers: 2323
views: -h-index: 45#Paper: 272#Citation: 9556
views: -h-index: 12#Paper: 20#Citation: 3566
Marco Túlio Ribeiro

Research

Microsoft Research/Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 2277
views: -h-index: 7#Paper: 27#Citation: 3739
Carlos Guestrin

Professor

Computer Science & Engineering, University of Washington/Apple/Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 2277
views: -h-index: 78#Paper: 229#Citation: 39336
views: -h-index: 40#Paper: 214#Citation: 7912
views: -h-index: 32#Paper: 80#Citation: 6337
Zhiyuan Liu

Associate Professor

Department of Computer Science and Technology, Tsinghua University

China

Total citations of the selected papers: 2261
views: -h-index: 43#Paper: 286#Citation: 10270
Benjamin Van Durme

Associate Professor

Department of Computer Science, Johns Hopkins University

United States

Total citations of the selected papers: 2218
views: -h-index: 36#Paper: 195#Citation: 4774
views: -h-index: 5#Paper: 6#Citation: 3076
views: -h-index: 44#Paper: 296#Citation: 6904
Daniel S. Weld

Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 2105
views: -h-index: 95#Paper: 317#Citation: 36957
Stephen Soderland

Research Scientist

Department of Computer Science & Engineering,University of Washington

United States

Total citations of the selected papers: 2101
views: -h-index: 40#Paper: 84#Citation: 13565
views: -h-index: 4#Paper: 4#Citation: 2203
views: -h-index: 34#Paper: 77#Citation: 16097
views: -h-index: 25#Paper: 57#Citation: 5880
views: -h-index: 20#Paper: 55#Citation: 4654
Michael Collins

Professor

Department of Computer Science, Columbia University

United States

Total citations of the selected papers: 2020
views: -h-index: 54#Paper: 121#Citation: 24664
views: -h-index: 11#Paper: 15#Citation: 4388
Jordan L. Boyd-Graber

Associate Professor

Computer Science Department, University of Maryland

United States

Total citations of the selected papers: 2001
views: -h-index: 31#Paper: 132#Citation: 5745
views: -h-index: 25#Paper: 50#Citation: 10717
Kang Liu

Professor

Institute of Automation, Chinese Academy of Sciences

China

Total citations of the selected papers: 1966
views: -h-index: 33#Paper: 142#Citation: 5874
Hwee Tou Ng

Provost's Chair Professor

Department of Computer Science,National University of Singapore

Singapore

Total citations of the selected papers: 1953
views: -h-index: 56#Paper: 163#Citation: 10822
views: -h-index: 38#Paper: 136#Citation: 5377
Nathan Schneider

Assistant Professor

Linguistics & Computer Science, Georgetown University

United States

Total citations of the selected papers: 1919
views: -h-index: 19#Paper: 69#Citation: 3694
views: -h-index: 50#Paper: 221#Citation: 15892
Dragomir Radev

Professor

Department of Computer Science, Yale University/Yale Institute for Network Science

United States

Total citations of the selected papers: 1905
views: -h-index: 65#Paper: 310#Citation: 21703