Prompt:
d; Thamar
Solorio; Swapna Somasundaran; Linfeng Song; Akshay Soni; Alessandro Sordoni; Radu Sori-
cut; Caroline Sporleder; Rohini Srihari; Vivek Srikumar; Christian Stab; Edward Stabler; Sanja
Štajner; Miloš Stanojevi´c; Mark Steedman; Benno Stein; Josef Steinberger; Pontus Stenetorp;
Amanda Stent; Evgeny Stepanov; Brandon Stewart; Veselin Stoyanov; Karl Stratos; Jannik Ströt-
gen; Jinsong Su; Qi Su; Fabian Suchanek; Kazunari Sugiyama; Aixin Sun; Huan Sun; Le Sun;
Fei Sun; Mihai Surdeanu; Swabha Swayamdipta; Gabriel Synnaeve;
Oscar Täckström; Hiroya Takamura; David Talbot; Partha Talukdar; Kumiko Tanaka-Ishii; Hristo
Tanev; Duyu Tang; Jiliang Tang; Jian Tang; Xavier Tannier; Makarand Tapaswi; Kapil Thadani;
Jörg Tiedemann; Christoph Tillmann; Ivan Titov; Takenobu Tokunaga; Nadi Tomeh; Sara Tonelli;
xxi

Kentaro Torisawa; Isabel Trancoso; Oren Tsur; Yoshimasa Tsuruoka; Yulia Tsvetkov; Gokhan
Tur;
Raghavendra Udupa; Lyle Ungar; L. Alfonso Urena Lopez; Raquel Urtasun; Nicolas Usunier;


Prompt:
Usunier;
Jakob Uszkoreit; Naushad UzZaman;
Sowmya Vajjala; Marten van Schijndel; Vasudeva Varma; Ashish Vaswani; Paola Velardi; Sriram
Venkatapathy; Giulia Venturi; Ashish Venugopal; Marc Verhagen; Yannick Versley; David Vilar;
Aline Villavicencio; Andreas Vlachos; Rob Voigt; Svitlana Volkova;
Marilyn Walker; Matthew Walter; Stephen Wan; Chuan Wang; Josiah Wang; Lu Wang; Sida I.
Wang; Houfeng Wang; William Yang Wang; Zhongqing Wang; Zhiguo Wang; Zeerak Waseem;
Taro Watanabe; Aleksander Wawer; Bonnie Webber; Julie Weeds; Zhongyu Wei; Gerhard Weikum;
Ralph Weischedel; Michael White; Michael Wiegand; John Wieting; Jason D. Williams; Colin
Wilson; Shuly Wintner; Sam Wiseman; Silke Witt-Ehsani; Kam-Fai Wong; Stephen Wu; Hua
Wu; Yuanbin Wu; Joern Wuebker;
Rui Xia; Yunqing Xia; Chunyang Xiao; Boyi Xie; Deyi Xiong; Liheng Xu; Peng Xu; Ruifeng
Xu; Nianwen Xue;
Bishan Yang; Diyi Yang; Roman Yangarber; Helen Yannakoudakis; Mark Yatskar; Wenpeng Yin;


Prompt:
peng Yin;
Dani Yogatama; Kai Yu; Liang-Chih Yu; Lei Yu; Zhou Yu; François Yvon;
Marcos Zampieri; Fabio Massimo Zanzotto; Alessandra Zarcone; Amir Zeldes; Richard Zens;
Torsten Zesch; Luke Zettlemoyer; Congle Zhang; Yue Zhang; Hao Zhang; Hui Zhang; Jiajun
Zhang; Qi Zhang; Lei Zhang; Xingxing Zhang; Yuan Zhang; Min Zhang; Min Zhang; Wei
Zhang; Hai Zhao; Wayne Xin Zhao; Jun Zhao; Bowen Zhou; Guodong Zhou; Yu Zhou; Xinjie
Zhou; Xiaodan Zhu; Jingbo Zhu; Muhua Zhu; Larry Zitnick; Chengqing Zong; Pierre Zweigen-
baum;
Secondary Reviewers
Nitish Aggarwal; Khalid Al-Khatib; Mihael Arcan; Aitziber Atutxa; Wilker Aziz;
Vit Baisa; JinYeong Bak; Jeremy Barnes;
Hongshen Chen; Wei-Te Chen; Nicolas Collignon;
Thomas Demeester; Shichao Dong;
Liat Ein-Dor; Akiko Eriguchi;
Federico Fancellu; Wes Feely; Lorenzo Ferrone; Marjorie Freedman;
Jinghan Gu; James Gung;
xxii

Jialong Han; Bradley Hauer; Gerold Hintz;
Mengxiao Jiang; Salud María Jiménez-Zafra; Melvin Johnson;


Prompt:
Johnson;
Johannes Kiesel; Nikita Kitaev; Hayato Kobayashi; Vojtech Kovar; Mikhail Kozhevnikov; Ákos
Kádár;
Ran Levy; Bo Li; Chen Li; Yitong Li; Lizi Liao; Ming Liao; Jiangming Liu; Sijia Liu; Jackie
Chi-kiu Lo; Nikhil Londhe; Adrian Pastor López-Monroy;
Zongyang Ma; Suraj Maharjan; Hector Martínez Alonso; Eugenio Martínez Cámara; Lu Meng;
Todor Mihaylov; Benjamin Milde; Sadegh Mirshekarian; Arindam Mitra; Tomoya Mizumoto;
Garrett Nicolai; Azadeh Nikfarjam; Scott Nowson;
Tim O’Gorman; Lydia Odilinye; Jong-Hoon Oh; Takeshi Onishi;
Grabrela Ramírez-de-la-Rosa; Steffen Remus; Claude Roux;
Abeed Sarker; Andrew Schneider; Minjoon Seo; Hui Shen; Prasha Shrestha; Vered Shwartz;
Suzanna Sia; Edwin Simpson; Gaurav Singh; Edmundo Pavel Soriano Morales; P.K. Srijith;
Gabriel Stanovsky;
Tasnia Tahsin; Ke Tao; Milan Toﬁloski; Khoa Tran; Kateryna Tymoshenko;
Jason Utt;
Esaú Villatoro-Tello; Yogarshi Vyas;
Henning Wachsmuth; Boli Wang; Feixiang Wang; Huimin Wang; Shuai Wang; Wenya Wang;


Prompt:
nya Wang;
Yanshan Wang; Shawn Tsung-Hsien Wen; Zhongyu Wei; Andy Wetta; Guillaume Wisniewski;
Shumin Wu;
Haitong Yang; Seid Muhie Yimam;
Yunxiao Zhou;


Prompt:
nya Wang;
Yanshan Wang; Shawn Tsung-Hsien Wen; Zhongyu Wei; Andy Wetta; Guillaume Wisniewski;
Shumin Wu;
Haitong Yang; Seid Muhie Yimam;
Yunxiao Zhou;
xxiii


Prompt:
Organizing Committee
General Chair
Martha Palmer, University of Colorado
Local Arrangements Chair
Priscilla Rasmussen, ACL Business Manager
Program Committee Co-chairs
Rebecca Hwa, University of Pittsburgh
Sebastian Riedel, University College London
Local Arrangements Co-chairs
Dirk Hovy, University of Copenhagen
Anders Søgaard, University of Copenhagen
Local Sponsorship Chair
Daniel Hardt, Copenhagen Business School
Workshop Co-chairs
Victoria Fossum, Google
Karl Moritz Hermann, DeepMind
Tutorial Co-chairs
Alexandra Birch, University of Edinburgh
Nathan Schneider, Georgetown University
Demos Co-chairs
Lucia Specia, University of Shefﬁeld
Matt Post, Johns Hopkins University
Michael Paul, University of Colorado
Publications Sr Chair
Siddharth Patwardhan, Apple
Publications Jr Chair
Preethi Raghavan, TJ Watson Lab, IBM
Publicity Chair
Isabelle Augenstein, University of Copenhagen
Web Chair
Anders Johannsen, Apple
Conference Handbook Chair
Joachim Bingel, University of Copenhagen


Prompt:
University of Copenhagen
Conference Handbook Advisor
Matt Post, Johns Hopkins University
vii

Handbook Proofreader
Pontus Stenetorp, University College London
Conference App Chair
Chloé Braud, University of Copenhagen
Student Scholarship Co-chair and Student Volunteer Coordinator
Željko Agi´c, IT University of Copenhagen
Yonatan Bisk, University of Southern California, ISI
SIGDAT Liason
Chris Callison-Birch, University of Pennsylvania
Program Committee Co-chairs
Rebecca Hwa, University of Pittsburgh
Sebastian Riedel, University College London
Area Chairs
Information Extraction, Information Retrieval, and Question Answering
Mihai Surdeanu, University of Arizona
Jing Jiang, Singapore Management University
Hinrich Schütze, LMU Munich
Sameer Singh, UC Irvine
Scott Wen-tau Yih, MSR
Tomek Strzalkowski, SUNY Albany
Language and Vision
Sanja Fidler, University of Toronto
Hannaneh Hajishirzi, University of Washington
Linguistic Theories and Psycholinguistics


Prompt:
nguistics
William Schuler, The Ohio State University
Machine Learning
Mohit Bansal, UNC Chapel Hill
Jordan Boyd-Graber, University of Colorado
Trevor Cohn, University of Melbourne
Hal Daumé, University of Maryland
Alona Fyshe, University of Victoria
Anoop Sarkar, Simon Fraser University
Machine Translation and Multilinguality
Marine Carpuat, University of Maryland
David Chiang, University of Notre Dame
Mona Diab, George Washington University
Dan Gildea, University of Rochester
Philipp Koehn, Johns Hopkins University
viii

Segmentation, Tagging, and Parsing
Jinho Choi, Emory University
Julia Hockenmaier, University of Illinois at Urbana-Champaign
Alexander Rush, Harvard University
Zhang Yue, Singapore University of Technology and Design
Semantics
Roberto Basili, University of Roma, Tor Vergata
Chris Biemann, University of Hamburg
Ed Grefenstette, DeepMind
Tom Kwiatkowski, Google
Sameer Pradhan, cemantix.org and Boulder Learning, Inc
Vivek Srikumar, University of Utah


Prompt:
University of Utah
Sentiment Analysis and Opinion Mining
Bing Liu, University of Illinois at Chicago
Rada Mihalcea, University of Michigan
Saif M. Mohammad, National Research Council Canada
Social Media and Computational Social Science
David Bamman, University of California, Berkeley
Cristian Danescu-Niculescu-Mizil, Cornell University
Mark Dredze, Johns Hopkins University
Jacob Eisenstein, Georgia Tech
Spoken Language Processing
Mari Ostendorf, University of Washington
Summarization, Generation, Discourse, Dialogue
Joyce Chai, Michigan State University
Jennifer Chu-Carroll, Elemental Cognition
Kentaro Inui, Tohoku University
Gina Levow, University of Washington
Amanda Stent, Bloomberg LP
Text Mining and NLP Applications
Dipanjan Das, Google
Mamoru Komachi, Tokyo Metropolitan University
Anna Korhonen, University of Cambridge
Nitin Madnani, Educational Testing Service (ETS)
Marie-Francine Moens, KU Leuven
Thamar Solorio, University of Houston
Andreas Vlachos, University of Shefﬁeld


Prompt:
University of Shefﬁeld
Primary Reviewers
Muhammad Abdul-Mageed; Amjad Abu-Jbara; Heike Adel; Željko Agi´c; Eneko Agirre; Salah Ait-
Mokhtar; Ahmet Aker; Cem Akkaya; Afra Alishahi; Alexandre Allauzen; Tim Althoff; Carlos Alzate;
Bharat Ram Ambati; Antonios Anastasopoulos; Daniel Andor; Jacob Andreas; Nicholas Andrews;
ix

Anietie Andy; Gabor Angeli; Marianna Apidianaki; Yuki Arase; Arturo Argueta; Ron Artstein; Yoav
Artzi; Ehsaneddin Asgari; Nicholas Asher; Ramón Astudillo; Isabelle Augenstein; Michael Auli; Eleft-
herios Avramidis; amittai axelrod; Wilker Aziz; Yoram Bachrach; Hessam Bagherinezhad; Collin
Baker; Niranjan Balasubramanian; Jason Baldridge; Timothy Baldwin; Tyler Baldwin; Kalika Bali;
Miguel Ballesteros; Siddhartha Banerjee; Chitta Baral; Marco Baroni; Alberto Barrón-Cedeño; Pier-
paolo Basile; Fernando Batista; Riza Theresa Batista-Navarro; Timo Baumann; Daniel Beck; Beata
Beigman Klebanov; Núria Bel; Yonatan Belinkov; Dane Bell; Eric Bell; Kedar Bellare; Islam Belt-


Prompt:
lam Belt-
agy; Anja Belz; Emily M. Bender; Darina Benikova; Luciana Benotti; Jonathan Berant; Taylor Berg-
Kirkpatrick; Nicola Bertoldi; Laurent Besacier; Steven Bethard; Chandra Bhagavatula; Suma Bhat;
Archna Bhatia; Joachim Bingel; Alexandra Birch; Arianna Bisazza; Yonatan Bisk; Johannes Bjerva;
Anders Björkelund; Alan W Black; Eduardo Blanco; John Blitzer; Ivan Bogatyy; Bernd Bohnet;
Gemma Boleda; Kalina Bontcheva; Stefan Bordag; Johan Bos; Houda Bouamor; Guillaume Bouchard;
Samuel Bowman; Kristy Boyer; S.R.K. Branavan; Chloé Braud; Fabienne Braune; Felipe Bravo-
Marquez; Chris Brew; Chris Brockett; Julian Brooke; Caroline Brun; Dominique Brunato; William
Bryce; Christian Buck; Paul Buitelaar; Florin Bulgarov; Wray Buntine; Jill Burstein; Bill Byrne;
Donna Byron; Elena Cabrio; Aoife Cahill; Nicoletta Calzolari; Jose Camacho-Collados; Erik Cam-
bria; Nicola Cancedda; Marie Candito; Hailong Cao; Cornelia Caragea; Dallas Card; Xavier Carreras;


Prompt:
Carreras;
Francisco Casacuberta; Tommaso Caselli; Taylor Cassidy; Vittorio Castelli; Asli Celikyilmaz; Daniel
Cer; Özlem Çetino ˘ glu; Mauro Cettolo; Nathanael Chambers; Yee Seng Chan; Angel Chang; Baobao
Chang; Kai-Wei Chang; Snigdha Chaturvedi; Wanxiang Che; Ciprian Chelba; Boxing Chen; Chen
Chen; Danqi Chen; Hsin-Hsi Chen; John Chen; Lei Chen; Tao Chen; Wenliang Chen; Yidong Chen;
Yun-Nung Chen; Zhiyuan Chen; Jianpeng Cheng; Colin Cherry; Jackie Chi Kit Cheung; Hai Leong
Chieu; laura chiticariu; Eunsol Choi; Yejin Choi; Christos Christodoulopoulos; Grzegorz Chrupała;
Tagyoung Chung; Philipp Cimiano; Kevin Clark; Stephen Clark; Ann Clifton; Maximin Coavoux;
Anne Cocos; Nigel Collier; Michael Collins; Miriam Connor; John Conroy; Matthieu Constant; Dan-
ish Contractor; Ryan Cotterell; Benoit Crabbé; Danilo Croce; Montse Cuadros; Iria da Cunha; An-
drew Dai; Bhavana Dalvi; Lena Dankin; Amitava Das; Pradeep Dasigi; Munmun De Choudhury;


Prompt:
houdhury;
Adrià de Gispert; Daniël de Kok; Eric De La Clergerie; Gerard de Melo; Vera Demberg; Thomas De-
meester; Dina Demner-Fushman; Steve DeNeefe; John DeNero; Lingjia Deng; Pascal Denis; Michael
Denkowski; Tejaswini Deoskar; Valeria dePaiva; Leon Derczynski; Nina Dethlefs; Ann devitt; Ja-
cob Devlin; Giuseppe Di Fabbrizio; Georgiana Dinu; Ellen Dodge; Jesse Dodge; A. Seza Do˘gruöz;
Li Dong; Qing Dou; Doug Downey; Gabriel Doyle; Eduard Dragut; Mark Dras; Markus Dreyer;
Lan Du; Loic Dugast; Kevin Duh; Greg Durrett; Chris Dyer; Marc Dymetman; Richard Eckart de
Castilho; Judith Eckle-Kohler; Maud Ehrmann; Andreas Eisele; Jason Eisner; Asif Ekbal; Michael
Elhadad; Messina Enza; Gül¸sen Eryi˘git; Hugo Jair Escalante; Keelan Evanini; James Fan; Federico
Fancellu; Hao Fang; Stefano Faralli; Richárd Farkas; Noura Farra; Manaal Faruqui; Benoit Favre; Af-
saneh Fazly; Marcello Federico; Christian Federmann; Geli Fei; Anna Feldman; Yang Feng; Yansong


Prompt:
; Yansong
Feng; Raquel Fernandez; Daniel Fernández-González; Olivier Ferret; Katja Filippova; Andrew Finch;
Nicholas FitzGerald; Jeffrey Flanigan; Lucie Flekova; Michael Flor; Radu Florian; Antske Fokkens;
José A. R. Fonollosa; Mikel L. Forcada; Eric Fosler-Lussier; George Foster; Jennifer Foster; Stefan
L. Frank; Stella Frank; Alexander Fraser; Lea Frermann; Daniel Fried; Mario Fritz; Xiao Fu; At-
sushi Fujii; Matthias Gallé; Michel Galley; Michael Gamon; Kuzman Ganchev; Juri Ganitkevitch;
Wei Gao; Claire Gardent; Matt Gardner; Ekaterina Garmash; Dan Garrette; Milica Gasic; Tao Ge;
Michaela Geierhos; Spandana Gella; Georgi Georgiev; Kallirroi Georgila; Ulrich Germann; George
Giannakopoulos; Kevin Gimpel; Filip Ginter; Filip Ginter; Goran Glavaš; Alﬁo Gliozzo; Koldo Go-
jenola; Yoav Goldberg; Dan Goldwasser; Juan Carlos Gomez; Carlos Gómez-Rodríguez; Graciela
x

Gonzalez; Matthew R. Gormley; Cyril Goutte; Amit Goyal; Pawan Goyal; Joao Graca; David Grang-


Prompt:
id Grang-
ier; Spence Green; Eleni Gregoromichelaki; Cyril Grouin; Adam Grycner; Curry Guinn; Hongyu GUO;
Jiafeng Guo; Jiang Guo; Weiwei Guo; Nitish Gupta; Pankaj Gupta; Sonal Gupta; Francisco Guzmán;
Nizar Habash; Barry Haddow; Gholamreza Haffari; Masato Hagiwara; Udo Hahn; Gus Hahn-Powell;
Dilek Hakkani-Tur; David Hall; Keith Hall; Na-Rae Han; Oul Han; Shuguang Han; Xianpei Han;
Sanda Harabagiu; Daniel Hardt; Mark Hasegawa-Johnson; Kazuma Hashimoto; Eva Hasler; Helen
Hastie; Katsuhiko Hayashi; He He; Hua He; Luheng He; Wenqi He; Xiaodong He; Yifan He; Yu-
lan He; Kenneth Heaﬁeld; Michael Heilman; James Henderson; John Henderson; Aron Henriksson;
Aurélie Herbelot; Teresa Herrmann; Daniel Hershcovich; Jack Hessel; Ryuichiro Higashinaka; Der-
rick Higgins; Felix Hill; Erhard Hinrichs; Gerold Hintz; Tsutomu Hirao; Julia Hirschberg; Graeme
Hirst; Hieu Hoang; Nathan Hodas; Kristy Hollingshead; Ales Horak; Chiori Hori; Julian Hough; Yifan


Prompt:
gh; Yifan
Hu; Fei Huang; Heyan Huang; Liang Huang; Lifu Huang; Minlie Huang; Ruihong Huang; Shujian
Huang; Xuanjing Huang; Zhongqiang Huang; Luwen Huangfu; Samar Husain; Young-Sook Hwang;
Gonzalo Iglesias; Ryu Iida; Diana Inkpen; Naoya Inoue; Radu Tudor Ionescu; Ozan Irsoy; Alexei V.
Ivanov; Mohit Iyyer; Guillaume Jacquet; Peter Jansen; Yangfeng Ji; Ping Jian; Wenbin Jiang; Anders
Johannsen; Michael Johnston; Kristiina Jokinen; Doug Jones; Shaﬁq Joty; Marcin Junczys-Dowmunt;
Dan Jurafsky; David Jurgens; Nobuhiro Kaji; Pallika Kanani; Hiroshi Kanayama; Dimitri Kartsaklis;
Arzoo Katiyar; Daisuke Kawahara; Aniruddha Kembhavi; Ruth Kempson; Casey Kennington; Mitesh
M. Khapra; Tushar Khot; Bernd Kiefer; Douwe Kiela; Yuta Kikuchi; Jin-Dong Kim; Seokhwan Kim;
Tracy Holloway King; Brian Kingsbury; Svetlana Kiritchenko; Chunyu Kit; Roman Klinger; Julien
Kloetzer; Kevin Knight; Simon Kocbek; Ekaterina Kochmar; Thomas Kollar; Kazunori Komatani; Rik


Prompt:
tani; Rik
Koncel-Kedziorski; Lingpeng Kong; Ioannis Konstas; Parisa Kordjamshidi; Alexander Kotov; Zornitsa
Kozareva; Mikhail Kozhevnikov; Martin Krallinger; Jayant Krishnamurthy; Canasai Kruengkrai; Lun-
Wei Ku; Sandra Kübler; Marco Kuhlmann; Roland Kuhn; Shankar Kumar; Jonathan K. Kummerfeld;
Tsung-Ting Kuo; Sadao Kurohashi; Nate Kushman; Polina Kuznetsova; Igor Labutov; Mathias Lam-
bert; Patrik Lambert; Vasileios Lampos; Ian Lane; Ni Lao; Mirella Lapata; Jey Han Lau; Alon Lavie;
Joseph Le Roux; John Lee; Kenton Lee; Sungjin Lee; Els Lefever; Tao Lei; Alessandro Lenci; Omer
Levy; Roger Levy; Mike Lewis; Fangtao Li; Haibo Li; Jing Li; Junyi Jessy Li; Qi Li; Sujian Li; Wenjie
Li; Yanen Li; Zhenghua Li; Maria Liakata; Constantine Lignos; Chuan-Jie Lin; Victoria Lin; Wang
Ling; Xiao Ling; Tal Linzen; Pierre Lison; Diane Litman; Changsong Liu; Fei Liu; Fei Liu; Jiang-
ming Liu; Jing Liu; Kang Liu; Qian Liu; Qun Liu; Ting Liu; Yang Liu; Yang Liu; Yiqun Liu; Zhanyi


Prompt:
u; Zhanyi
Liu; Zhiyuan Liu; Adam Lopez; Oier Lopez de Lacalle; Adrian Pastor López Monroy; Annie Louis;
Ryan Lowe; Bin Lu; Wei Lu; Yi Luan; Marco Lui; Minh-Thang Luong; Franco M. Luque; Anh Tuan
Luu; Teresa Lynn; Ji Ma; Xuezhe Ma; Klaus Macherey; Wolfgang Macherey; Pierre Magistry; Suraj
Maharjan; Wolfgang Maier; Igor Malioutov; Shervin Malmasi; Suresh Manandhar; Gideon Mann;
Christopher D. Manning; Saab Mansour; Amin Mantrach; Diego Marcheggiani; Daniel Marcu; Anna
Margolis; Alex Marin; Héctor Martínez Alonso; André F. T. Martins; Bruno Martins; Yuichiroh Mat-
subayashi; Yuji Matsumoto; Takuya Matsuzaki; Austin Matthews; Arne Mauser; Jonathan May; Diana
Maynard; Andrew McCallum; Diana McCarthy; David McClosky; Yashar Mehdad; Yelena Mejova;
Pablo Mendes; Helen Meng; Haitao Mi; Yishu Miao; Claudiu Mih˘ail˘a; Timothy Miller; Tristan Miller;
Bonan Min; Paramita Mirza; Dipendra Misra; Dipendra Misra; Makoto Miwa; Daichi Mochihashi;


Prompt:
chihashi;
Ashutosh Modi; Karo Moilanen; Manuel Montes; Christof Monz; Taesun Moon; Raymond Mooney;
Roser Morante; Véronique MORICEAU; Alessandro Moschitti; Nasrin Mostafazadeh; Roozbeh Mot-
taghi; Animesh Mukherjee; Dragos Munteanu; Yugo Murawaki; Smaranda Muresan; Kenton Mur-
ray; Maria Nadejde; Ajay Nagesh; Mikio Nakano; Ndapandula Nakashole; Preslav Nakov; Courtney
Napoles; Jason Naradowsky; Karthik Narasimhan; Shashi Narayan; Alexis Nasr; Vivi Nastase; Borja
xi

Navarro; Roberto Navigli; Adeline Nazarenko; Mark-Jan Nederhof; Arvind Neelakantan; Sapna Negi;
Aida Nematzadeh; Graham Neubig; Hwee Tou Ng; Jun-Ping Ng; Vincent Ng; Axel-Cyrille Ngonga
Ngomo; Dong Nguyen; Thien Huu Nguyen; Toan Nguyen; Jian-Yun NIE; Nobal Bikram Niraula;
Joakim Nivre; Hiroshi Noji; Joel Nothman; Pierre Nugues; Diarmuid Ó Séaghdha; Brendan O’Connor;
Stephan Oepen; Kemal Oﬂazer; Alice Oh; Jong-Hoon Oh; Naoaki Okazaki; Manabu Okumura; Con-


Prompt:
ura; Con-
stantin Orasan; Vicente Ordonez; Myle Ott; Muntsa Padró; Alexis Palmer; Martha Palmer; Shimei
Pan; Sinno Jialin Pan; Alexander Panchenko; Bo Pang; Denis Paperno; Aasish Pappu; Natalie Parde;
Ankur Parikh; Niki Parmar; Patrick Paroubek; Rebecca J. Passonneau; Panupong Pasupat; John K Pate;
Siddharth Patwardhan; Michael J. Paul; Adam Pauls; Umashanthi Pavalanathan; Ellie Pavlick; Adam
Pease; Viktor Pekar; Anselmo Peñas; Xiaochang Peng; Sergio Penkale; Gerald Penn; Julien PEREZ;
Verónica Pérez-Rosas; Johann Petrak; Slav Petrov; Nghia The Pham; Peter Phandi; Olivier Pietquin;
Daniele Pighin; Mohammad Taher Pilehvar; Joelle Pineau; Yuval Pinter; Emily Pitler; Barbara Plank;
Julien Plu; Massimo Poesio; Tamara Polajnar; Heather Pon-Barry; Simone Paolo Ponzetto; Ana-Maria
Popescu; Andrei Popescu-Belis; Maja Popovi´c; Fred Popowich; Soujanya Poria; Matt Post; Christopher
Potts; Vinodkumar Prabhakaran; Daniel Preo¸tiuc-Pietro; Prokopis Prokopidis; Emily Prud’hommeaux;


Prompt:
hommeaux;
Jay Pujara; Matthew Purver; Ashequl Qadir; Longhua Qian; Xian Qian; Long Qiu; Minghui Qiu; Ella
Rabinovich; Will Radford; Alessandro Raganato; Preethi Raghavan; Altaf Rahman; Nazneen Fatema
Rajani; Rafal Rak; Bhuvana Ramabhadran; Carlos Ramisch; Delip Rao; Ari Rappoport; Mohammad
Sadegh Rasooli; Sravana Reddy; Ines Rehbein; Roi Reichart; Nils Reimers; David Reitter; Steffen Re-
mus; Xiang Ren; Adithya Renduchintala; Corentin Ribeyre; Giuseppe Riccardi; Matthew Richardson;
Martin Riedl; Verena Rieser; Stefan Riezler; German Rigau; Ellen Riloff; Laura Rimell; Fabio Rinaldi;
Eric Ringger; Brian Riordan; Alan Ritter; Brian Roark; Kirk Roberts; Molly Roberts; Tim Rocktäschel;
Anna Rohrbach; Marcus Rohrbach; Lina M. Rojas Barahona; Stephen Roller; Salvatore Romeo; Paolo
Rosso; Mihai Rotaru; Benjamin Roth; Michael Roth; Alla Rozovskaya; Vasile Rus; Attapol Ruther-
ford; Derek Ruths; Fatiha Sadat; Mehrnoosh Sadrzadeh; Markus Saers; Kenji Sagae; Horacio Saggion;


Prompt:
Saggion;
Rishiraj Saha Roy; Magnus Sahlgren; Keisuke Sakaguchi; Mohammad Salameh; Shimi Salant; Yu-
nita Sari; Ruhi Sarikaya; Ryohei Sasano; Hassan Sawaf; Asad Sayeed; David Schlangen; Jonathan
Schler; Natalie Schluter; Helmut Schmid; Sebastian Schuster; H. Andrew Schwartz; Lane Schwartz;
Roy Schwartz; Stephanie Schwartz; Holger Schwenk; Djamé Seddah; Satoshi Sekine; Ethan Selfridge;
Jean Senellart; Rico Sennrich; Minjoon Seo; BURR SETTLES; Izhak Shafran; Kashif Shah; Samira
Shaikh; Amr Sharaf; Rebecca Sharp; Wade Shen; xiaodong shi; Chaitanya Shivade; Prasha Shrestha;
Avirup Sil; Fabrizio Silvestri; Yanchuan Sim; Dan Simonson; Kiril Simov; Steve Skiena; Kevin Small;
Sharon Small; Noah A. Smith; Jan Šnajder; Parinaz Sobhani; Richard Socher; Anders Søgaard; Swapna
Somasundaran; Hyun-Je Song; Linfeng Song; Sandeep Soni; Alessandro Sordoni; Aitor Soroa; Victor
Soto; Rohini Srihari; Somayajulu Sripada; Christian Stab; Sanja Štajner; Miloš Stanojevi´c; Gabriel


Prompt:
; Gabriel
Stanovsky; Manfred Stede; Mark Steedman; Pontus Stenetorp; Lucas Sterckx; Mark Stevenson; Bran-
don Stewart; Ian Stewart; Svetlana Stoyanchev; Veselin Stoyanov; Carlo Strapparava; Karl Stratos;
Keh-Yih Su; Qi Su; Yu Su; Fabian Suchanek; Alane Suhr; Fei Sun; Huan Sun; Le Sun; Ming Sun;
Jun Suzuki; Swabha Swayamdipta; Idan Szpektor; Oscar Täckström; Shabnam Tafreshi; Hiroya Taka-
mura; Partha Talukdar; Chenhao Tan; Hristo Tanev; Duyu Tang; Jian Tang; Xavier Tannier; Makarand
Tapaswi; Christoph Teichmann; TestSeb TestRiedel; Joel Tetreault; Simone Teufel; Kapil Thadani; Sam
Thomson; Jörg Tiedemann; Christoph Tillmann; Ivan Titov; Takenobu Tokunaga; Gaurav Singh Tomar;
Nadi Tomeh; Marc Tomlinson; Sara Tonelli; Kentaro Torisawa; Lamia Tounsi; Isabel Trancoso; Adam
Trischler; Yuta Tsuboi; Oren Tsur; Yoshimasa Tsuruoka; Yulia Tsvetkov; Marco Turchi; Ferhan Ture;
Kateryna Tymoshenko; Raghavendra Udupa; Stefan Ultes; Lyle Ungar; Shyam Upadhyay; L. Alfonso


Prompt:
. Alfonso
Urena Lopez; Dmitry Ustalov; Jakob Uszkoreit; Masao Utiyama; Naushad UzZaman; Sowmya Vajjala;
xii

Marco A. Valenzuela-Escárcega; Tim Van de Cruys; Kees van Deemter; Ielka van der Sluis; Benjamin
Van Durme; Gertjan van Noord; Marten van Schijndel; David Vandyke; Tony Veale; Eva Maria Vec-
chi; sriram venkatapathy; Giulia Venturi; Ashish Venugopal; Patrick Verga; Marc Verhagen; Yannick
Versley; Guido Vetere; Paul Vicol; David Vilar; Aline Villavicencio; Rob Voigt; Svitlana Volkova; Ivan
Vuli´c; Yogarshi Vyas; V.G.Vinod Vydiswaran; Henning Wachsmuth; Joachim Wagner; Byron Wallace;
Matthew Walter; Stephen Wan; Xiaojun Wan; Chuan Wang; Dingquan Wang; Hai Wang; Houfeng
WANG; Lu Wang; Qin Iris Wang; Shuai Wang; Shuohang Wang; William Yang Wang; Zhiguo Wang;
Zhongqing Wang; Leo Wanner; Taro Watanabe; Nick Webb; Bonnie Webber; Ingmar Weber; Kellie
Webster; Julie Weeds; Furu Wei; Gerhard Weikum; David Weir; Ralph Weischedel; David Weiss; Dirk


Prompt:
iss; Dirk
Weissenborn; Robert West; Michael White; Michael Wick; Michael Wiegand; John Wieting; Jason D
Williams; Steven Wilson; Guillaume Wisniewski; Michael Wojatzki; Kam-Fai Wong; Hua Wu; Stephen
Wu; Joern Wuebker; Rui Xia; Deyi Xiong; Wei Xu; Wenduan Xu; Yadollah Yaghoobzadeh; Adam
Yala; Rui Yan; Bishan Yang; Diyi Yang; Yi Yang; Roman Yangarber; Berrin Yanikoglu; Helen Yan-
nakoudakis; tae yano; Mark Yatskar; Seid Muhie Yimam; Wenpeng Yin; Dani Yogatama; Naoki Yoshi-
naga; Jianfei Yu; Mo Yu; Ning Yu; Zhuoran Yu; François Yvon; Taras Zagibalov; Marcos Zampieri;
Fabio Massimo Zanzotto; Sina Zarrieß; Victoria Zayats; Richard Zens; Torsten Zesch; Luke Zettle-
moyer; Congle Zhang; Hao Zhang; Justine Zhang; Lei Zhang; Meishan Zhang; Min Zhang; Qi Zhang;
Yuan Zhang; Hai Zhao; Jun Zhao; Shiqi Zhao; Wayne Xin Zhao; Bowen Zhou; Muhua Zhu; Xiaodan
Zhu; Yukun Zhu; Michael Zock; Chengqing Zong; Ingrid Zukerman; Pierre Zweigenbaum


Prompt:
iss; Dirk
Weissenborn; Robert West; Michael White; Michael Wick; Michael Wiegand; John Wieting; Jason D
Williams; Steven Wilson; Guillaume Wisniewski; Michael Wojatzki; Kam-Fai Wong; Hua Wu; Stephen
Wu; Joern Wuebker; Rui Xia; Deyi Xiong; Wei Xu; Wenduan Xu; Yadollah Yaghoobzadeh; Adam
Yala; Rui Yan; Bishan Yang; Diyi Yang; Yi Yang; Roman Yangarber; Berrin Yanikoglu; Helen Yan-
nakoudakis; tae yano; Mark Yatskar; Seid Muhie Yimam; Wenpeng Yin; Dani Yogatama; Naoki Yoshi-
naga; Jianfei Yu; Mo Yu; Ning Yu; Zhuoran Yu; François Yvon; Taras Zagibalov; Marcos Zampieri;
Fabio Massimo Zanzotto; Sina Zarrieß; Victoria Zayats; Richard Zens; Torsten Zesch; Luke Zettle-
moyer; Congle Zhang; Hao Zhang; Justine Zhang; Lei Zhang; Meishan Zhang; Min Zhang; Qi Zhang;
Yuan Zhang; Hai Zhao; Jun Zhao; Shiqi Zhao; Wayne Xin Zhao; Bowen Zhou; Muhua Zhu; Xiaodan
Zhu; Yukun Zhu; Michael Zock; Chengqing Zong; Ingrid Zukerman; Pierre Zweigenbaum
xiii


Prompt:
Organizing Committee
General Chair
Ellen Riloff, University of Utah, USA
Program Committee Co-chairs
David Chiang, University of Notre Dame, USA
Julia Hockenmaier, University of Illinois Urbana-Champaign, USA
Junichi Tsujii, Artiﬁcial Intelligence Research Center, Japan
Local Arrangements Committee
Marie-Francine Moens, KU Leuven, Belgium (chair)
Dominique De Brabanter, KU Leuven, Belgium
Frieda Steurs, KU Leuven, Belgium
Hugo Van hamme, KU Leuven, Belgium
Local Sponsorship Chair
Katrien Beuls, Vrije Universiteit Brussel, Belgium
Workshop Co-chairs
Marieke van Erp, KNAW Humanities Cluster, Netherlands
Vincent Ng, University of Texas at Dallas, USA
Tutorial Co-chairs
Mausam, Indian Institute of Technology Delhi, India
Lu Wang, Northeastern University, USA
Demos Co-chairs
Eduardo Blanco, University of North Texas, USA
Wei Lu, Singapore University of Technology and Design, Singapore
Publications Sr Chair
Preethi Raghavan, IBM, USA
Publications Jr Chair


Prompt:
Publications Jr Chair
Micha Elsner, Ohio State University, USA
Publicity Chair
Mohit Iyyer, University of Massachusetts at Amherst, USA
Video Chair
Bonan Min, BBN Technologies, USA
Website and Conference App Chair
Nitin Madnani, Educational Testing Service, USA
Conference Handbook Chair
Kai-Wei Chang, University of California at Los Angeles, USA
xi

Conference Handbook Advisor
Joachim Bingel, University of Copenhagen, Denmark
Handbook Proofreader
He He, Stanford University, USA
Student Scholarship Co-chair and Student Volunteer Coordinator
Anna Rumshisky, University of Massachusetts at Lowell, USA
Hugo Van hamme, KU Leuven, Belgium
Childcare Policy and Grant Coordinator
Swapna Somasundaran, Educational Testing Service, USA
Aoife Cahill, Educational Testing Service, USA
xii

Program Committee
Program Committee Co-chairs
David Chiang, University of Notre Dame, USA
Julia Hockenmaier, University of Illinois Urbana-Champaign, USA


Prompt:
aign, USA
Junichi Tsujii, Artiﬁcial Intelligence Research Center, Japan
Area Chairs
Information Extraction, Information Retrieval, and Question Answering
Jordan Boyd-Graber, University of Maryland, USA (senior chair)
Isabelle Augenstein, University of Copenhagen, Denmark
Ming-Wei Chang, Google, USA
Doug Downey, Northwestern University, USA
Ruihong Huang, Texas A&M University, USA
Mausam, IIT Delhi, India
Makoto Miwa, Toyota Technological Institute, Japan
William Wang, University of California at Santa Barbara, USA
Scott Yih, Allen Institute for Artiﬁcial Intelligence, USA
Text Mining and Information Retrieval
Alessandro Moschitti, University of Trento, Italy (senior chair)
Sophia Ananiadou, University of Manchester, United Kingdom
Hsin-Hsi Chen, National Taiwan University
Marius Pasca, Google, USA
Xiang Ren, University of Southern California, USA
Alan Ritter, Ohio State University, USA
David Smith, Northeastern University, USA


Prompt:
sity, USA
Social Media, Computational Social Science, and Sentiment/Opinion Analysis
Kam-Fai Wong, Chinese University of Hong Kong (senior chair)
Eiji Aramaki, Nara Institute of Science and Technology, Japan
Mona Diab, George Washington University, USA
Yulan He, Aston University, United Kingdom
Dirk Hovy, Bocconi University, Italy
Rada Mihalcea, University of Michigan, USA
Alice Oh, KAIST, Korea
Wei Xu, Ohio State University, USA
Morphology, Syntax, and Psycholinguistics
Slav Petrov, Google, USA (senior chair)
Liang Huang, Oregon State University, USA
Roger Levy, Massachusetts Institute of Technology, USA
Stephan Oepen, University of Oslo, Norway
Emily Pitler, Google, USA
Reut Tsarfaty, Open University of Isra
xiii

Semantics
Massimo Poesio, Queen Mary University of London, United Kingdom (senior chair)
Omri Abend, Hebrew University of Jerusalem, Israel
Raffaella Bernardi, University of Trento, Italy
Michael Lewis, Facebook, USA
Yulia Tsvetkov, Carnegie Mellon University, USA


Prompt:
sity, USA
Benjamin Van Durme, Johns Hopkins University, USA
Nianwen Xue, Brandeis University, USA
Discourse, Dialogue, Summarization, Generation, and Multimodal NLP
Yejin Choi, University of Washington, USA (senior chair)
Mohit Bansal, University of North Carolina, USA
Michel Galley, Microsoft, USA
Grzegorz Chrupa ł a, Tilburg University, Netherlands
Haizhou Li, National University of Singapore
Fei Liu, University of Central Florida, USA
Karen Livescu, Toyota Technological Institute - Chicago, USA
Meg Mitchell, Google, USA
Rashmi Prasad, Interactions, USA
Xiaojun Wan, Peking University, China
Zhou Yu, University of California at Davis, USA
Machine Translation and Multilinguality
Philipp Koehn, Johns Hopkins University, USA (senior chair)
Arianna Bisazza, Leiden University, Netherlands
Qun Liu, Dublin City University, Ireland
Yang Liu, Tsinghua University, China
Zhaopeng Tu, Tencent, China
Taro Watanabe, Google, Japan
Machine Learning
Xavier Carreras, dMetrics, USA (senior chair)


Prompt:
USA (senior chair)
Shay Cohen, University of Edinburgh, United Kingdom
Kevin Gimpel, Toyota Technological Institute - Chicago, USA
Stefan Riezler, Heidelberg University, Germany
Karl Stratos, Toyota Technological Institute - Chicago, USA
Jun Suzuki, Tohoku University, Japan
Reviewers
We would like to recognize the following 100 reviewers with the Best Reviewer Award.
Natalie Ahn, Emilia Apostolova, Miguel Ballesteros, Daniel Bauer, Yonatan Belinkov, Darina Benikova,
Luciana Benotti, Robert Berwick, Chloé Braud, Hendrik Buschmeier, Jan Buys, Dallas Card, Asli Ce-
likyilmaz, Arun Chaganty, Kai-Wei Chang, Colin Cherry, Maximin Coavoux, Zeyu Dai, Cedric De
Boom, Miryam de Lhoneux, Mark Dredze, Greg Durrett, Ondrej Dusek, Jason Eisner, Michael Elhadad,
M. Amin Farajian, Shi Feng, Simone Filice, Stefan L. Frank, Lea Frermann, Matthias Gallé, Ekaterina
xiv

Garmash, Michaela Geierhos, Lieke Gelderloos, Kallirroi Georgila, Alborz Geramifard, Matthew R.


Prompt:
Matthew R.
Gormley, Yvette Graham, Jiatao Gu, Bo Han, Shuguang Han, Abram Handler, Hua He, Lisa Anne
Hendricks, Daniel Hershcovich, Jack Hessel, Gerold Hintz, Ari Holtzman, Peter Jansen, ˙Akos Kádár,
Sarvnaz Karimi, Ekaterina Kochmar, Parisa Kordjamshidi, Gaurav Kumar, Adhiguna Kuncoro, Yan-
ran Li, Jing Li, Chen Li, Lucelene Lopes, Adam Lopez, Kate Loveys, Chandler May, Naﬁse Sadat
Moosavi, Andrea Moro, Philippe Muller, Shashi Narayan, Dong Nguyen, Hitoshi Nishikawa, Peyman
Passban, Laura Perez-Beltrachini, Ana-Maria Popescu, Piotr Przybyla, Peng Qi, Will Radford, Roi Re-
ichart, Anna Rohrbach, Shigehiko Schamoni, Yves Scherrer, Sebastian Schuster, Matthew Shardlow,
Tianze Shi, Carina Silberer, Kevin Small, Luca Soldaini, Gabriel Stanovsky, Kristina Striegnitz, Jannik
Strötgen, Liling Tan, Hao Tang, Yi Tay, Mariët Theune, Yuen-Hsien Tseng, Subhashini Venugopalan,
Henning Wachsmuth, Eric Wallace, Bonnie Webber, Michael White, Shuly Wintner, Andrew Yates,
Justine Zhang.


Prompt:
Justine Zhang.
We also thank the remaining reviewers for their hard work.
Mourad Abbas, Muhammad Abdul-Mageed, Amjad Abu-Jbara, Oliver Adams, Heike Adel, Stergos
Afantenos, Apoorv Agarwal, Ž eljko Agi´c, Roee Aharoni, Chaitanya Ahuja, Zeynep Akata, Alan Akbik,
Ahmet Aker, Cem Akkaya, Chris Alberti, Hanan Aldarmaki, Nikolaos Aletras, Afra Alishahi, Alexan-
dre Allauzen, Tim Althoff, Bharat Ram Ambati, Waleed Ammar, Antonios Anastasopoulos, Jesse An-
derton, Nicholas Andrews, Anietie Andy, Gabor Angeli, Marianna Apidianaki, Jun Araki, Kenji Araki,
Yuki Arase, Ehsaneddin Asgari, Ramón Astudillo, Giuseppe Attardi, Eleftherios Avramidis, Amittai
Axelrod, Wilker Aziz, Yoram Bachrach, Hessam Bagherinezhad, Fan Bai, Simon Baker, Mithun Bal-
akrishna, Niranjan Balasubramanian, Tyler Baldwin, David Bamman, Rafael E. Banchs, Siddhartha
Banerjee, Trapit Bansal, Roy Bar-Haim, Libby Barak, Alistair Baron, Marco Baroni, Alberto Barrón-


Prompt:
Alberto Barrón-
Cedeño, Guntis Barzdins, Pierpaolo Basile, Valerio Basile, Joost Bastings, Riza Theresa Batista-Navarro,
Vishwash Batra, Timo Baumann, Rachel Bawden, Frederic Bechet, Daniel Beck, Srikanta Bedathur,
Núria Bel, Eric Bell, Kedar Bellare, Iz Beltagy, Anja Belz, Farah Benamara, Jonathan Berant, Taylor
Berg-Kirkpatrick, Raffaella Bernardi, Nicola Bertoldi, Laurent Besacier, Steven Bethard, Chandra Bha-
gavatula, Suma Bhat, Archna Bhatia, Sumit Bhatia, Pushpak Bhattacharyya, Chris Biemann, Lidong
Bing, Alexandra Birch, Yonatan Bisk, Johannes Bjerva, Jari Björne, Frédéric Blain, Eduardo Blanco,
Su Lin Blodgett, Michael Bloodgood, Reihane Boghrati, Nikolay Bogoychev, Bernd Bohnet, Danushka
Bollegala, Daniele Bonadiman, Francesca Bonin, Kalina Bontcheva, Georgeta Bordea, Alexey Borisov,
Johan Bos, Antoine Bosselut, Jan A. Botha, Houda Bouamor, Fethi Bougares, Samuel Bowman, Ryan
Boyd, Matko Bo š njak, Jonathan Brennan, Chris Brew, Chris Brockett, Austin Brockmeier, Thomas


Prompt:
Austin Brockmeier, Thomas
Brovelli (Meyer), Caroline Brun, Dominique Brunato, Paul Buitelaar, Florin Bulgarov, Stephan Buse-
mann, Bill Byrne, Donna Byron, Benjamin Börschinger, José G. C. de Souza, Elena Cabrio, Aoife
Cahill, Iacer Calixto, Jose Camacho-Collados, Erik Cambria, Nicola Cancedda, Marie Candito, Hai-
long Cao, Yuan Cao, Ziqiang Cao, Giuseppe Carenini, Francisco Casacuberta, Thiago Castro Fer-
reira, Daniel Cer, Mauro Cettolo, Soumen Chakrabarti, Yllias Chali, Yee Seng Chan, Muthu Ku-
mar Chandrasekaran, Baobao Chang, Chia-Hui Chang, Yin-Wen Chang, Rajen Chatterjee, Snigdha
Chaturvedi, Stergios Chatzikyriakidis, Wanxiang Che, Ciprian Chelba, Bin Chen, Boxing Chen, Chen
Chen, Chung-Chi Chen, Danqi Chen, Huan-Yuan Chen, John Chen, Kaiping Chen, Kehai Chen, Muhao
Chen, Tao Chen, Tongfei Chen, Wenhu Chen, Wenliang Chen, Xilun Chen, Yidong Chen, Yubo Chen,
Yun-Nung Chen, Zhiyuan Chen, Jianpeng Cheng, Pu-Jen Cheng, Yong Cheng, Jackie Chi Kit Che-


Prompt:
Jackie Chi Kit Che-
ung, Jen-Tzung Chien, Hai Leong Chieu, Laura Chiticariu, Kyunghyun Cho, Eunsol Choi, Heeyoul
xv

Choi, Leshem Choshen, Prafulla Kumar Choubey, Christos Christodoulopoulos, Chenhui Chu, Tagy-
oung Chung, Kenneth Church, Philipp Cimiano, Volkan Cirik, Alexander Clark, Kevin Clark, Ann
Clifton, Arman Cohan, Daniel Cohen, Raphael Cohen, Nigel Collier, Michael Collins, John Conroy,
Matthieu Constant, Danish Contractor, Bonaventura Coppola, Gregory F. Coppola, Caio Corro, Marta
R. Costa-jussà, Ryan Cotterell, Benoit Crabbé, Danilo Croce, James Cross, Montse Cuadros, Heriberto
Cuayahuitl, Yiming Cui, Aron Culotta, Anna Currey, Iria da Cunha, Özlem Çetino˘glu, Ido Dagan, An-
drew Dai, Zihang Dai, Joachim Daiber, Jeff Dalton, Bhavana Dalvi, Falavigna Daniele, Lena Dankin,
Kareem Darwish, Amitava Das, Dipanjan Das, Rajarshi Das, Pradeep Dasigi, Gaël de Chalendar, Adrià
de Gispert, Daniël de Kok, Eric De La Clergerie, Renato de Mori, Luciano Del Corro, Claudio Delli


Prompt:
Claudio Delli
Bovi, Louise Deléger, Thomas Demeester, David Demeter, Dina Demner-Fushman, Steve DeNeefe,
Lingjia Deng, Pascal Denis, Michael Denkowski, Matthew Denny, Tejaswini Deoskar, Valeria de Paiva,
Nina Dethlefs, Chris Develder, Jacob Devlin, Bhuwan Dhingra, Luigi Di Caro, Giuseppe Di Fabbrizio,
Jana Diesner, Shuoyang Ding, Simon Dobnik, Ellen Dodge, Jesse Dodge, Tobias Domhan, Li Dong,
MeiXing Dong, Shichao Dong, A. Seza Do˘gruöz, Eduard Dragut, Mark Dras, Markus Dreyer, Lan
Du, Xiangyu Duan, Haim Dubossarsky, Pablo Duboue, Kevin Duh, Nadir Durrani, Chris Dyer, Marc
Dymetman, Valery Dzutsati, Hiroshi Echizen’ya, Richard Eckart de Castilho, Thomas Efﬂand, Stef-
fen Eger, Markus Egg, Patrick Ehlen, Maud Ehrmann, Vladimir Eidelman, Andreas Eisele, Jacob
Eisenstein, Asif Ekbal, Layla El Asri, Heba Elfardy, Ahmed Elgohary, Mihail Eric, Hugo Jair Es-
calante, Cristina España-Bonet, Kurt Junshean Espinosa, Luis Espinosa Anke, Allyson Ettinger, Kee-


Prompt:
Allyson Ettinger, Kee-
lan Evanini, James Fan, Hao Fang, Hui Fang, Licheng Fang, Manaal Faruqui, Benoit Favre, Maryam
Fazel-Zarandi, Marcello Federico, Christian Federmann, Geli Fei, Anna Feldman, Yang Feng, Yansong
Feng, Raquel Fernández, Daniel Fernández-González, Francis Ferraro, Elena Filatova, Katja Filip-
pova, Mark Finlayson, Orhan Firat, Mark Fishel, Nicholas FitzGerald, Jeffrey Flanigan, Dan Flickinger,
Michael Flor, Radu Florian, Antske Fokkens, José A. R. Fonollosa, Maxwell Forbes, Tommaso Forna-
ciari, George Foster, Samuel Fraiberger, Anette Frank, Dayne Freitag, Markus Freitag, André Freitas,
Jesse Freitas, Daniel Fried, Xiao Fu, Hagen Fuerstenau, Atsushi Fujii, Fumiyo Fukumoto, Richard
Futrell, Alona Fyshe, Michael Gamon, Zhe Gan, Kuzman Ganchev, Octavian-Eugen Ganea, Juri Gan-
itkevitch, Mercedes García-Martínez, Claire Gardent, Dan Garrette, Milica Gasic, Albert Gatt, Tao
Ge, Ulrich Germann, Mehdi Ghanimifard, Debanjan Ghosh, Sucheta Ghosh, George Giannakopoulos,


Prompt:
George Giannakopoulos,
Daniel Gildea, Dimitra Gkatzia, Goran Glava š , Alﬁo Gliozzo, Koldo Gojenola, Yoav Goldberg, Dan
Goldwasser, Sharon Goldwater, Juan Carlos Gomez, Graciela Gonzalez-Hernandez, Jesús González-
Rubio, Hugo Gonçalo Oliveira, Jonathan Gordon, Kyle Gorman, Cyril Goutte, Kartik Goyal, Pawan
Goyal, Natalia Grabar, Roger Granada, Mark Granroth-Wilding, Eleni Gregoromichelaki, Scott Grimm,
Ralph Grishman, Cyril Grouin, Adam Grycner, Anupam Guha, Lin Gui, Tao Gui, Camille Guin-
audeau, Hongyu Guo, Jiafeng Guo, Jiang Guo, Weiwei Guo, Nitish Gupta, Sonal Gupta, Francisco
Guzmán, Jeremy Gwinnup, Carlos Gómez-Rodríguez, Nizar Habash, Maryam Habibi, Gholamreza
Haffari, Masato Hagiwara, Udo Hahn, Jan Hajic, Hannaneh Hajishirzi, Dilek Hakkani-Tur, John Hale,
Keith Hall, William L. Hamilton, Thierry Hamon, Jialong Han, Na-Rae Han, Oul Han, Xianpei Han,
Sanda Harabagiu, Christian Hardmeier, Daniel Hardt, Orin Hargraves, David Harwath, Kazi Saidul


Prompt:
David Harwath, Kazi Saidul
Hasan, Sadid A. Hasan, Mark Hasegawa-Johnson, Homa Hashemi, Kazuma Hashimoto, Eva Hasler,
Katsuhiko Hayashi, Devamanyu Hazarika, He He, Luheng He, Shizhu He, Xiangnan He, Yifan He,
Zhongjun He, Kenneth Heaﬁeld, Carmen Heger, Michael Heilman, Benjamin Heinzerling, James Hen-
derson, John Henderson, Matthew Henderson, Aron Henriksson, Aurélie Herbelot, Ulf Hermjakob,
Raquel Hervas, Jonathan Herzig, John Hewitt, Ryuichiro Higashinaka, Derrick Higgins, Tsutomu Hi-
rao, Graeme Hirst, Julian Hitschler, Hieu Hoang, Vu Cong Duy Hoang, Nathan Hodas, Chris Hokamp,
Kristy Hollingshead, Chester Holtz, Yu Hong, Joseph Hoover, Ales Horak, Mohammad Javad Hos-
xvi

seini, Yufang Hou, Eduard Hovy, Estevam Hruschka, Baotian Hu, Yuheng Hu, Zhiting Hu, Bo Huang,
Guoping Huang, Haoran Huang, Hen-Hsen Huang, Lifu Huang, Minlie Huang, Po-Sen Huang, Rui-
hong Huang, Shujian Huang, Xiaojiang Huang, Xuanjing Huang, Zhongqiang Huang, Matthias Huck,


Prompt:
Matthias Huck,
Samar Husain, Rebecca Hwa, Jena D. Hwang, Seung-won Hwang, Ignacio Iacobacci, Adrian Iftene,
Gonzalo Iglesias, Ryu Iida, Loring Ingraham, Naoya Inoue, Kentaro Inui, Takashi Inui, Radu Tudor
Ionescu, Molly Ireland, Aminul Islam, Alexei V. Ivanov, Srinivasan Iyer, Mohit Iyyer, Kokil Jaidka,
Prachi Jain, Adam Jatowt, Sujay Kumar Jauhar, Sébastien Jean, Laura Jehl, Yacine Jernite, Rahul Jha,
Heng Ji, Yangfeng Ji, Robin Jia, Ping Jian, Hui Jiang, Jing Jiang, Jingtian Jiang, Meng Jiang, Wenbin
Jiang, Antonio Jimeno Yepes, Yohan Jo, Anders Johannsen, Richard Johansson, Kristen Johnson, Kris-
tiina Jokinen, Gareth Jones, Kenneth Joseph, Mandar Joshi, Shaﬁq Joty, Meizhi Ju, Marcin Junczys-
Dowmunt, Preethi Jyothi, Gerhard Jäger, Nobuhiro Kaji, Herman Kamper, Pallika Kanani, Hiroshi
Kanayama, Dongyeop Kang, Dimitri Kartsaklis, Arzoo Katiyar, Makoto P. Kato, Daisuke Kawahara,
Hideto Kazawa, Chris Kedzie, Aniruddha Kembhavi, Casey Kennington, Mitesh M. Khapra, Huda


Prompt:
Mitesh M. Khapra, Huda
Khayrallah, Douwe Kiela, Yuta Kikuchi, Halil Kilicoglu, Jin-Dong Kim, Jooyeon Kim, Najoung Kim,
Seokhwan Kim, Suin Kim, Sun Kim, Sunghwan Mac Kim, Yoon Kim, Young-Bum Kim, Irwin King,
Eliyahu Kiperwasser, Svetlana Kiritchenko, Nikita Kitaev, Judith Klavans, Alexandre Klementiev, Ro-
man Klinger, Alistair Knott, Rebecca Knowles, Sosuke Kobayashi, Thomas Kober, Simon Kocbek,
Kazunori Komatani, Rik Koncel-Kedziorski, Grzegorz Kondrak, Xiang Kong, Ioannis Konstas, Yannis
Korkontzelos, Leila Kosseim, Lili Kotlerman, Zornitsa Kozareva, Mikhail Kozhevnikov, Julia Kreutzer,
Jayant Krishnamurthy, Kriste Krstovski, Canasai Kruengkrai, Udo Kruschwitz, Germán Kruszewski,
Lun-Wei Ku, Marco Kuhlmann, Roland Kuhn, Vivek Kulkarni, Shankar Kumar, Jonathan K. Kum-
merfeld, Gourab Kundu, Tsung-Ting Kuo, Sadao Kurohashi, Polina Kuznetsova, Maximilian Köper,
Sandra Kübler, Majid Laali, Gorka Labaka, Wai Lam, Mathias Lambert, Patrik Lambert, Vasileios


Prompt:
Patrik Lambert, Vasileios
Lampos, Gerasimos Lampouras, Wuwei Lan, Ni Lao, Mirella Lapata, Romain Laroche, Jey Han Lau,
Alon Lavie, Carolin Lawrence, Angeliki Lazaridou, Phong Le, Joseph Le Roux, Robert Leaman, Chia-
ying Lee, Hung-yi Lee, John Lee, Lin-shan Lee, Sungjin Lee, Yoong Keok Lee, Young-Suk Lee, Els
Lefever, Tao Lei, Gaël Lejeune, Alessandro Lenci, Piroska Lendvai, Chee Wee (Ben) Leong, James
Lester, Gregor Leusch, Efﬁ Levi, Roger Levy, Baoli Li, Binyang Li, Cheng-Te Li, Chenliang Li, Haibo
Li, Juanzi Li, Junhui Li, Junyi Jessy Li, Lei Li, Liangyou Li, Lishuang Li, Miles Li, Piji Li, Sujian
Li, Xin Li, Xiujun Li, Yanen Li, Yunyao Li, Zhenghua Li, Zhixing Li, Maria Liakata, Chen Liang,
Paul Pu Liang, Ming Liao, Xiangwen Liao, Anne-Laure Ligozat, Nut Limsopatham, Bill Yuchen
Lin, Chenghua Lin, Chuan-Jie Lin, Dekang Lin, Xi Victoria Lin, Xiao Ling, Tal Linzen, Pierre Li-
son, Marina Litvak, Bing Liu, Changsong Liu, Fei Liu, Jiangming Liu, Jingjing Liu, Kai Liu, Kang


Prompt:
Jingjing Liu, Kai Liu, Kang
Liu, Lemao Liu, Liyuan Liu, Qian Liu, Shujie Liu, Xiaodong Liu, Yang Liu, Yang Liu, Yiqun Liu,
Zhengzhong Liu, Zhiyuan Liu, Nikola Ljube š i´c, Elena Lloret, José Lopes, Oier Lopez de Lacalle, Au-
relio Lopez-Lopez, Annie Louis, Ryan Lowe, Sharid Loáiciga, Qin Lu, Wei Lu, Yi Luan, Wencan Luo,
Zhunchen Luo, Anh Tuan Luu, Teresa Lynn, Chunchuan Lyu, Jing Ma, Mingbo Ma, Shuming Ma,
Wei-Yun Ma, Xuezhe Ma, Klaus Macherey, Wolfgang Macherey, Pranava Swaroop Madhyastha, Walid
Magdy, Wolfgang Maier, Jean Maillard, Peter Makarov, Prodromos Malakasiotis, Alfredo Maldon-
ado, Andreas Maletti, Igor Malioutov, Shervin Malmasi, Radhika Mamidi, Suresh Manandhar, Gideon
Mann, Ana Marasovic, Daniel Marcu, Mitchell Marcus, Alex Marin, André F. T. Martins, Bruno
Martins, David Martins de Matos, Sebastian Martschat, Héctor Martínez Alonso, Marco Matassoni,
Prashant Mathur, Yuichiroh Matsubayashi, Yuji Matsumoto, Takuya Matsuzaki, Austin Matthews, Ab-


Prompt:
Austin Matthews, Ab-
hinav Maurya, Arne Mauser, Jonathan May, Stephen Mayhew, Diana Maynard, Karen Mazidi, David
McAllester, Diana McCarthy, David McClosky, John Philip McCrae, Stephen McGregor, Tara McIn-
tosh, Kathy McKeown, Hongyuan Mei, Yelena Mejova, Pablo Mendes, Arul Menezes, Fandong Meng,
xvii

Helen Meng, Mohsen Mesgar, Florian Metze, Haitao Mi, Yishu Miao, Slava Mikhaylov, Timothy
Miller, Tristan Miller, Bonan Min, Anne-Lyse Minard, Pasquale Minervini, Michael Minock, Paramita
Mirza, Abhijit Mishra, Dipendra Misra, Jeff Mitchell, Akiva Miura, Daichi Mochihashi, Ashutosh
Modi, Muhidin Mohamed, Saif Mohammad, Michael Mohler, Luis Gerardo Mojica de la Vega, Manuel
Montes, Christof Monz, Taesun Moon, Roser Morante, Véronique Moriceau, Hajime Morita, Alessan-
dro Moschitti, Dana Movshovitz-Attias, Nikola Mrk š i´c, Tingting Mu, Animesh Mukherjee, Dragos
Munteanu, Yugo Murawaki, Kenton Murray, Sung-Hyon Myaeng, Maria Nadejde, Masaaki Nagata,


Prompt:
Masaaki Nagata,
Ryo Nagata, Ajay Nagesh, Tetsuji Nakagawa, Mikio Nakano, Yukiko Nakano, Ndapa Nakashole,
Hideki Nakayama, Preslav Nakov, Jason Naradowsky, Karthik Narasimhan, Alexis Nasr, Roberto Nav-
igli, Adeline Nazarenko, Mark-Jan Nederhof, Matteo Negri, Aida Nematzadeh, Goran Nenadic, Yael
Netzer, Graham Neubig, Guenter Neumann, Dominick Ng, Hwee Tou Ng, Jun-Ping Ng, Vincent Ng,
Minh-Quoc Nghiem, Axel-Cyrille Ngonga Ngomo, Thien Huu Nguyen, Truc-Vien T. Nguyen, Viet-An
Nguyen, Jian-Yun Nie, Jan Niehues, Ivelina Nikolova, Nobal Bikram Niraula, Xing Niu, Joakim Nivre,
Hiroshi Noji, Thanapon Noraset, Joel Nothman, Pierre Nugues, Aurélie Névéol, Brendan O’Connor,
Tim O’Gorman, Yusuke Oda, Kemal Oﬂazer, Jong-Hoon Oh, Kiyonori Ohtake, Naoaki Okazaki, Man-
abu Okumura, Constantin Orasan, Vicente Ordonez, Petya Osenova, Simon Ostermann, Myle Ott, Katja
Ovchinnikova, Diarmuid Ó Séaghdha, Arzucan Özgür, Lilja Øvrelid, Ulrike Pado, Martha Palmer, Joao


Prompt:
Martha Palmer, Joao
Palotti, Shimei Pan, Xiaoman Pan, Alexander Panchenko, Alexandros Papangelis, Nikos Papasaran-
topoulos, Nikolaos Pappas, Ankur Parikh, Niki Parmar, Patrick Paroubek, Carla Parra Escartín, Tom-
maso Pasini, Siddharth Patwardhan, Michael J. Paul, Adam Pauls, Ellie Pavlick, Adam Pease, Baolin
Peng, Hao Peng, Haoruo Peng, Nanyun Peng, Xiaochang Peng, Sergio Penkale, Ethan Perez, Julien
Perez, Gabriele Pergola, Sandro Pezzelle, Karl Pichotta, Olivier Pietquin, Mohammad Taher Pilehvar,
Manfred Pinkal, Juan Pino, Yuval Pinter, Barbara Plank, Emmanouil Antonios Platanios, Julien Plu,
Massimo Poesio, Adam Poliak, Edoardo Maria Ponti, Simone Paolo Ponzetto, Andrei Popescu-Belis,
Maja Popovi´c, Fred Popowich, Soujanya Poria, Christopher Potts, Amir Pouran Ben Veyseh, Forough
Poursabzi-Sangdeh, Vinodkumar Prabhakaran, Shrimai Prabhumoye, Daniel Preo¸tiuc-Pietro, Emily
Prud’hommeaux, Laurent Prévot, Jay Pujara, Matthew Purver, Valentina Pyatkin, Sampo Pyysalo,


Prompt:
Sampo Pyysalo,
Verónica Pérez-Rosas, Ashequl Qadir, Jing Qian, Longhua Qian, Lianhui Qin, Pengda Qin, Long
Qiu, Minghui Qiu, Lizhen Qu, Meng Qu, Chris Quirk, Ella Rabinovich, Alessandro Raganato, Altaf
Rahman, Taraka Rama, Bhuvana Ramabhadran, Vikram Ramanarayanan, Maya Ramanath, Carlos
Ramisch, Delip Rao, Sudha Rao, Mohammad Sadegh Rasooli, Pushpendre Rastogi, Sagnik Ray Choud-
hury, Simon Razniewski, Ines Rehbein, Marek Rei, Ehud Reiter, Steffen Remus, Gary Ren, Zhaochun
Ren, Ludovic Rheault, Corentin Ribeyre, Giuseppe Riccardi, Matthew Richardson, Mark Riedl, Mar-
tin Riedl, Jason Riesa, German Rigau, Fabio Rinaldi, Brian Riordan, Kirk Roberts, Tim Rocktäschel,
Pedro Rodriguez, Ina Roesiger, Marcus Rohrbach, Oleg Rokhlenko, Stephen Roller, Salvatore Romeo,
Sara Rosenthal, Alessandro Rossi, Paolo Rosso, Benjamin Roth, Michael Roth, Sascha Rothe, Subhro
Roy, Alla Rozovskaya, Sebastian Ruder, Rachel Rudinger, Frank Rudzicz, Vasile Rus, Alexander Rush,


Prompt:
Vasile Rus, Alexander Rush,
Irene Russo, Delia Rusu, Attapol Rutherford, Derek Ruths, Ashish Sabharwal, Mrinmaya Sachan, Ku-
gatsu Sadamitsu, Fatiha Sadat, Markus Saers, Kenji Sagae, Rishiraj Saha Roy, Magnus Sahlgren, Sunil
Sahu, Hassan Sajjad, Keisuke Sakaguchi, Tetsuya Sakai, Sakriani Sakti, Mohammad Salameh, Eliza-
beth Salesky, Avneesh Saluja, Rajhans Samdani, Germán Sanchis-Trilles, Enrico Santus, Maarten Sap,
Naomi Saphra, Zahra Sarabi, Ryohei Sasano, Agata Savary, Hassan Sawaf, Asad Sayeed, Carolina
Scarton, Odette Scharenborg, Tatjana Schefﬂer, Niko Schenk, David Schlangen, Jonathan Schler, Na-
talie Schluter, Allen Schmaltz, Helmut Schmid, Nathan Schneider, William Schuler, Björn Schuller, H.
Andrew Schwartz, Lane Schwartz, Roy Schwartz, Stephanie Schwartz, Holger Schwenk, Djamé Sed-
dah, Frederique Segond, Satoshi Sekine, Ethan Selfridge, Jean Senellart, Rico Sennrich, Minjoon Seo,
xviii


Prompt:
Minjoon Seo,
xviii

Christophe Servan, Burr Settles, Lei Sha, Izhak Shafran, Kashif Shah, Samira Shaikh, Rebecca Sharp,
Lanbo She, Shiqi Shen, Wade Shen, Fiona Shen-Bayh, Baoxu Shi, Bei Shi, Bowen Shi, Xiaodong
Shi, Hyopil Shin, Chaitanya Shivade, Avi Sil, Fabrizio Silvestri, Yanchuan Sim, Patrick Simianer,
Dan Simonson, Kiril Simov, Sameer Singh, Steve Skiena, Neil Smalheiser, Sharon Small, Noah A.
Smith, Parinaz Sobhani, Richard Socher, Artem Sokolov, Hyun-Je Song, Kaisong Song, Linfeng Song,
Yan Song, Yang Song, Yangqiu Song, Radu Soricut, Aitor Soroa, Daniil Sorokin, Axel Soto, Lucia
Specia, Matthias Sperber, Richard Sproat, Vivek Srikumar, Somayajulu Sripada, Shashank Srivastava,
Milo š Stanojevi´c, Mark Steedman, Josef Steinberger, Shane Steinert-Threlkeld, Pontus Stenetorp, Mark
Stevenson, Suzanne Stevenson, Ian Stewart, Svetlana Stoyanchev, Veselin Stoyanov, Carlo Strapparava,
Emma Strubell, Keh-Yih Su, Pei-Hao Su, Yu Su, Jinsong Su, Amarnag Subramanya, Katsuhito Sudoh,


Prompt:
Katsuhito Sudoh,
Alane Suhr, Elior Sulem, Md Arafat Sultan, Fei Sun, Huan Sun, Le Sun, Ming Sun, Mihai Surdeanu,
Hisami Suzuki, Swabha Swayamdipta, Idan Szpektor, Jakub Szymanik, Felipe Sánchez-Martínez, An-
ders Søgaard, Jan Š najder, Sanja Š tajner, Hiroya Takamura, Sho Takase, David Talbot, Partha Talukdar,
Akihiro Tamura, Chenhao Tan, Jiwei Tan, Niket Tandon, Duyu Tang, Jian Tang, Jiliang Tang, Jintao
Tang, Siliang Tang, Chris Tanner, Xavier Tannier, Chongyang Tao, Fangbo Tao, Makarand Tapaswi,
Simone Teufel, Kapil Thadani, Jesse Thomason, Fei Tian, Ran Tian, Jörg Tiedemann, Christoph Till-
mann, Gaurav Singh Tomar, Nadi Tomeh, Marc Tomlinson, Sara Tonelli, Antonio Toral, Kentaro Tori-
sawa, Shubham Toshniwal, Ke Tran, Isabel Trancoso, Rocco Tripodi, Adam Trischler, Chen-Tse Tsai,
Richard Tzong-Han Tsai, Yuta Tsuboi, Yoshimasa Tsuruoka, Lifu Tu, Gokhan Tur, Marco Turchi, Fer-
han Ture, Kateryna Tymoshenko, Oscar Täckström, Stefan Ultes, Lyle Ungar, Shyam Upadhyay, Olga


Prompt:
Shyam Upadhyay, Olga
Uryupina, Dmitry Ustalov, Masao Utiyama, Antonio Uva, Sowmya Vajjala, Tim Van de Cruys, Rob
van der Goot, Lonneke van der Plas, Menno van Zaanen, Vincent Vandeghinste, David Vandyke, Sum-
ithra Velupillai, Alakananda Vempala, Sriram Venkatapathy, Ashish Venugopal, Patrick Verga, Marc
Verhagen, Yannick Versley, Guido Vetere, David Vilar, David Vilares, Aline Villavicencio, Andreas
Vlachos, Rob Voigt, Svitlana Volkova, Ngoc Thang Vu, Thuy Vu, Ivan Vuli´c, Yogarshi Vyas, Byron
Wallace, Matthew Walter, Stephen Wan, Alex Wang, Baoxun Wang, Chao Wang, Chenguang Wang,
Chuan Wang, Daling Wang, Dingquan Wang, Houfeng Wang, Longyue Wang, Lu Wang, Mingxuan
Wang, Quan Wang, Rui Wang, Shaojun Wang, Shuohang Wang, Wei Wang, Xiaolong Wang, Xin
Wang, Xing Wang, Zhichun Wang, Zhiguo Wang, Zhongqing Wang, Leo Wanner, Nigel Ward, Zeerak
Waseem, Shinji Watanabe, Nick Webb, Ingmar Weber, Julie Weeds, Furu Wei, Zhongyu Wei, Ger-


Prompt:
Furu Wei, Zhongyu Wei, Ger-
hard Weikum, David Weir, Yu Weiren, Ralph Weischedel, David Weiss, Dirk Weissenborn, Johannes
Welbl, Charles Welch, Laura Wendlandt, Aaron Steven White, Michael Wiegand, John Wieting, Derry
Tanti Wijaya, Jake Williams, Jason D Williams, Steven Wilson, Sam Wiseman, Guillaume Wisniewski,
Travis Wolfe, Derek F. Wong, Tak-Lam Wong, Hua Wu, Jiawei Wu, Yunfang Wu, Zhaohui Wu, Jo-
ern Wuebker, Tong Xiao, Xinyan Xiao, Yanghua Xiao, Pengtao Xie, Deyi Xiong, Wenhan Xiong,
Kun Xu, Ruifeng Xu, Tong Xu, Wei Xu, Wenduan Xu, Yadollah Yaghoobzadeh, Takehiro Yamamoto,
Rui Yan, Baosong Yang, Bishan Yang, Diyi Yang, Liu Yang, Weiwei Yang, Yaqin Yang, Yi Yang,
Yiben Yang, Zhilin Yang, Zichao Yang, Helen Yannakoudakis, Tae Yano, Jin-ge Yao, Wenlin Yao, Ziyu
Yao, Mark Yatskar, Lana Yeganova, Wen-wai Yim, Seid Muhie Yimam, Pengcheng Yin, Qingyu Yin,
Wenpeng Yin, Dani Yogatama, Naoki Yoshinaga, Masaharu Yoshioka, Dian Yu, Jianfei Yu, Kai Yu,


Prompt:
Jianfei Yu, Kai Yu,
Liang-Chih Yu, Mo Yu, Ning Yu, François Yvon, Roberto Zamparelli, Marcos Zampieri, Fabio Mas-
simo Zanzotto, Rowan Zellers, Daojian Zeng, Jichuan Zeng, Xingshan Zeng, Chrysoula Zerva, Luke
Zettlemoyer, Deniz Zeyrek, Ke Zhai, Biao Zhang, Congle Zhang, Dongdong Zhang, Hao Zhang, Jiajun
Zhang, Jingyi Zhang, Lei Zhang, Meishan Zhang, Min Zhang, Min Zhang, Qi Zhang, Sheng Zhang,
Wei-Nan Zhang, Xingxing Zhang, Yongfeng Zhang, Yuan Zhang, Yuchen Zhang, Yue Zhang, Yuhao
Zhang, Bing Zhao, Dongyan Zhao, Hai Zhao, Jun Zhao, Kai Zhao, Lin Zhao, Sendong Zhao, Tiancheng
xix

Zhao, Wayne Xin Zhao, Alisa Zhila, Victor Zhong, Guodong Zhou, Hao Zhou, Junsheng Zhou, Ming
Zhou, Hao Zhu, Lixing Zhu, Muhua Zhu, Qi Zhu, Xiaodan Zhu, Yukun Zhu, Ayah Zirikly, Yftah Ziser,
Michael Zock, Chengqing Zong.


Prompt:
Jianfei Yu, Kai Yu,
Liang-Chih Yu, Mo Yu, Ning Yu, François Yvon, Roberto Zamparelli, Marcos Zampieri, Fabio Mas-
simo Zanzotto, Rowan Zellers, Daojian Zeng, Jichuan Zeng, Xingshan Zeng, Chrysoula Zerva, Luke
Zettlemoyer, Deniz Zeyrek, Ke Zhai, Biao Zhang, Congle Zhang, Dongdong Zhang, Hao Zhang, Jiajun
Zhang, Jingyi Zhang, Lei Zhang, Meishan Zhang, Min Zhang, Min Zhang, Qi Zhang, Sheng Zhang,
Wei-Nan Zhang, Xingxing Zhang, Yongfeng Zhang, Yuan Zhang, Yuchen Zhang, Yue Zhang, Yuhao
Zhang, Bing Zhao, Dongyan Zhao, Hai Zhao, Jun Zhao, Kai Zhao, Lin Zhao, Sendong Zhao, Tiancheng
xix

Zhao, Wayne Xin Zhao, Alisa Zhila, Victor Zhong, Guodong Zhou, Hao Zhou, Junsheng Zhou, Ming
Zhou, Hao Zhu, Lixing Zhu, Muhua Zhu, Qi Zhu, Xiaodan Zhu, Yukun Zhu, Ayah Zirikly, Yftah Ziser,
Michael Zock, Chengqing Zong.
xx


Prompt:
Organizing Committee
General Chair
Kentaro Inui, Tohoku University, Japan
Program Committee Co-chairs
Jing Jiang, Singapore Management University, Singapore
Vincent Ng, University of Texas at Dallas, USA
Xiaojun Wan, Peking University, China
Local Arrangements Committee
Kam-Fai Wong, Chinese University of Hong Kong, China (chair)
Samuel Tam, Chinese University of Hong Kong, China
Emmanuele Chersoni, Hong Kong Polytechnic University, China
Churen Huang, Hong Kong Polytechnic University, China
Wenjie Li, Hong Kong Polytechnic University, China
Derek F. Wong, University of Macau, China
Ruifeng Xu, Harbin Institute of Technology, Shenzhen, China
Local Sponsorship Chair
Dongyan Zhao, Peking University, China
Workshop Co-chairs
Vera Demberg, Saarland University, Germany
Naoaki Okazaki, Tokyo Institute of Technology, Japan
Tutorial Co-chairs
Timothy Baldwin, University of Melbourne, Australia
Marine Carpuat, University of Maryland, College Park, USA
Demonstration Co-chairs


Prompt:
Demonstration Co-chairs
Ruihong Huang, Texas A&M University, USA
Sebastian Padó, University of Stuttgart, Germany
General Publication Chair
Micha Elsner, Ohio State University, USA
Publication Chairs
Fei Liu, University of Central Florida, USA
Pontus Stenetorp, University College London, UK
Conference Handbook Chair
Serena Villata, CNRS, France
Conference Handbook Advisor
Kai-Wei Chang, University of California at Los Angeles, USA
Conference Handbook Proofreader
xi

Natalie Schluter, IT University of Copenhagen, Denmark
Publicity Chairs
Sebastian Ruder, National University of Ireland, Ireland
Wei Xu, Ohio State University, USA
Website and Conference App Chairs
Kevin Duh, John Hopkins University, USA
Henning Wachsmuth, Paderborn University, Germany
Remote Presentation Chair
Derek F. Wong, University of Macau, China
Student Volunteer Coordinator and Student Scholarship Chairs
Wenjie Li, Hong Kong Polytechnic University, China
Marzieh Saeidi, Facebook AI Research, UK


Prompt:
Facebook AI Research, UK
Childcare Policy and Grant Coordinators
Olivia Kwong, Chinese University of Hong Kong, China
Sujian Li, Peking University, China
Diversity and Inclusion Chairs
Chi-Kiu (Jackie) Lo, National Research Council Canada, Canada
Vivek Srikumar, University of Utah, USA
xii

Program Committee
Program Committee Co-chairs
Jing Jiang, Singapore Management University, Singapore
Vincent Ng, University of Texas at Dallas, USA
Xiaojun Wan, Peking University, China
Senior Area Chairs
Dialog and Interactive Systems
Amanda Stent, Bloomberg, USA
Discourse and Pragmatics
Bonnie Webber, University of Edinburgh, UK
Information Extraction
Dan Roth, University of Pennsylvania, USA
Information Retrieval and Document Analysis
Hang Li, Bytedance Technology, China
Lexical Semantics
Mona Diab, George Washington University, USA
Linguistic Theories, Cognitive Modeling and Psycholinguistics
Andrew Kehler, University of California, San Diego, USA
Machine Learning for NLP


Prompt:
Machine Learning for NLP
Kevin Duh, Johns Hopkins University, USA
Machine Translation and Multilinguality
Chris Quirk, Microsoft Research, USA
Phonology, Morphology and Word Segmentation
Yuji Matsumoto, Nara Institute of Science and Technology, Japan
Question Answering
Scott Wen-tau Yih, Facebook AI Research, USA
Sentence-level Semantics
Mirella Lapata, University of Edinburgh, UK
Sentiment Analysis and Argument Mining
Yulan He, University of Warwick, UK
Social Media and Computational Social Science
Dirk Hovy, Bocconi University, Italy
Speech, Vision, Robotics, Multimodal and Grounding
Haizhou Li, National University of Singapore, Singapore
xiii

Summarization and Generation
Michael White, Ohio State University, USA
Tagging, Chunking, Syntax and Parsing
Yue Zhang, Westlake University, China
Text Mining and NLP Applications
Jimmy Lin, University of Waterloo, Canada
Textual Inference and Other Areas of Semantics
Alessandro Moschitti, Amazon, USA
Area Chairs


Prompt:
Area Chairs
Dialog and Interactive Systems
Luciana Benotti, Asli Celikyilmaz, Yun-Nung Chen, Milica Gasic, Ryuichiro Higashinaka, Casey
Kennington, Kazunori Komatani, Sungjin Lee, Stefan Ultes
Discourse and Pragmatics
Yangfeng Ji, Shaﬁq Joty, Annie Louis, Michael Strube
Information Extraction
Snigdha Chaturvedi, Doug Downey, Radu Florian, Daniel Khashabi, Marius Pasca, Roi Reichart,
Satoshi Sekine, Vivek Srikumar, Shyam Upadhyay, Jun Zhao
Information Retrieval and Document Analysis
Eugene Agichtein, Gerard de Melo, Oren Kurland, Craig Macdonald, Alice Oh, Xiang Ren, Quan
Wang, Andrew Yates
Lexical Semantics
Marianna Apidianaki, Mohit Bansal, Manaal Faruqui, Qin Lu, Michael Roth
Linguistic Theories, Cognitive Modeling and Psycholinguistics
Leon Bergen, Richard Futrell, William Schuler, Suzanne Stevenson
Machine Learning for NLP
Isabelle Augenstein, Loïc Barrault, Danushka Bollegala, Shay B. Cohen, Yoav Goldberg, Gholam-


Prompt:
Yoav Goldberg, Gholam-
reza Haffari, Shou-de Lin, Nanyun Peng, Sujith Ravi, Laura Rimell, Sameer Singh, Jun Suzuki, Andreas
Vlachos, William Yang Wang
Machine Translation and Multilinguality
Marine Carpuat, Daniel Cer, Boxing Chen, Colin Cherry, David Chiang, Ann Clifton, Marcello
Federico, Orhan Firat, George Foster, Yang Liu, Minh-Thang Luong, Haitao Mi, Anders Søgaard,
Jinsong Su, Zhaopeng Tu, Taro Watanabe, Deyi Xiong, Jiajun Zhang
Phonology, Morphology and Word Segmentation
Nizar Habash, Kemal Oﬂazer, Xipeng Qiu, Hiroyuki Shindo
Question Answering
Danqi Chen, Eunsol Choi, Yansong Feng, Matt Gardner, Sanda Harabagiu, Mohit Iyyer, Furu Wei,
Caiming Xiong
xiv

Sentence-level Semantics
Jacob Andreas, Li Dong, Daniel Gildea, Wei Lu, Patrick Pantel
Sentiment Analysis and Argument Mining
Nikolaos Aletras, Alexandra Balahur, Dan Goldwasser, Minlie Huang, Saif Mohammad, Chris
Reed, Rui Xia, Xiaodan Zhu
Social Media and Computational Social Science


Prompt:
l Science
David Bamman, David Jurgens, Dong Nguyen, Alan Ritter, Chenhao Tan, Oren Tsur, Yulia Tsvetkov,
Svitlana Volkova, Wayne Xin Zhao
Speech, Vision, Robotics, Multimodal and Grounding
Yoav Artzi, Hannaneh Hajishirzi, Xiaodong He, Gina-Anne Levow, Yang Liu, Soujanya Poria, Kai
Yu
Summarization and Generation
Anya Belz, Giuseppe Carenini, Jackie Chi Kit Cheung, Mark Dras, Michael Elhadad, Mary Ellen
Foster, Claire Gardent, Albert Gatt, Chin-Yew Lin, Kathleen McKeown, Shashi Narayan, Lu Wang,
Leo Wanner, Sina Zarrieß
Tagging, Chunking, Syntax and Parsing
Miguel Ballesteros, James Henderson, Emily Pitler, Barbara Plank, Kenji Sagae, Weiwei Sun, Meis-
han Zhang
Text Mining and NLP Applications
Kai-Wei Chang, Wei Gao, Lun-Wei Ku, Lei Li, Zhiyuan Liu, David Mimno, Preslav Nakov, Ming-
Feng Tsai, Yoshimasa Tsuruoka, Byron C. Wallace, Min Zhang
Textual Inference and Other Areas of Semantics
Weiwei Cheng, Markus Dreyer, Cicero Nogueira dos Santos, Aliaksei Severyn, Kevin Small, Nian-


Prompt:
Kevin Small, Nian-
wen Xue, Fabio Massimo Zanzotto
Reviewers
Ahmed Abdelali, Asad Abdi, Mostafa Abdou, Muhammad Abdul-Mageed, Omri Abend, Abdalghani
Abujabal, Manoj Acharya, Heike Adel, Stergos Afantenos, Oshin Agarwal, Apoorv Agarwal, Rodrigo
Agerri, Željko Agi´c, Priyanka Agrawal, Roee Aharoni, Ali Ahmadvand, Natalie Ahn, Chaitanya Ahuja,
Qingyao Ai, Alan Akbik, Nader Akoury, Khalid Al Khatib, Hussein Al-Olimat, Firoj Alam, Chris Al-
berti, Malihe Alikhani, Alexandre Allauzen, James Allen, Malik Altakrori, Kristen M. Altenburger, Fer-
nando Alva-Manchego, Bharat Ram Ambati, Hessam Amini, Waleed Ammar, Reinald Kim Amplayo,
Ashish Anand, Avishek Anand, Antonios Anastasopoulos, Peter Anderson, Nicholas Andrews, Ga-
bor Angeli, Stefanos Angelidis, Jean-Yves Antoine, Emilia Apostolova, Kenji Araki, Masahiro Araki,
Jun Araki, Rahul Aralikatte, Arturo Argueta, Piyush Arora, Mikel Artetxe, Masayuki Asahara, Akari


Prompt:
Masayuki Asahara, Akari
Asai, Ehsaneddin Asgari, Nabiha Asghar, Ramón Astudillo, Eleftherios Avramidis, amittai axelrod,
Wilker Aziz, JinYeong Bak, Mithun Balakrishna, Anusha Balakrishnan, Niranjan Balasubramanian,
Livio Baldini Soares, Timothy Baldwin, Rafael E. Banchs, Siddhartha Banerjee, Jeesoo Bang, Sameer
Bansal, Trapit Bansal, Forrest Sheng Bao, Ankur Bapna, Roy Bar-Haim, Libby Barak, Verginica Barbu
Mititelu, Maria Barrett, Valentin Barriere, Joe Barrow, Alberto Barrón-Cedeño, Guntis Barzdins, Va-
lerio Basile, Pierpaolo Basile, Roberto Basili, Joost Bastings, Riza Batista-Navarro, Vishwash Batra,
xv

Timo Baumann, Daniel Beck, Barend Beekhuizen, John Beieler, Giannis Bekoulis, Núria Bel, Yonatan
Belinkov, Eric Bell, Kedar Bellare, Meriem Beloucif, Yassine Benajiba, Farah Benamara, Emily M.
Bender, Luciana Benotti, Adrian Benton, Toms Bergmanis, Thales Bertaglia, Dario Bertero, Robert


Prompt:
Dario Bertero, Robert
Berwick, Laurent Besacier, Steven Bethard, Rahul Bhagat, Chandra Bhagavatula, Archna Bhatia, Par-
minder Bhatia, Sumit Bhatia, Wei Bi, Klinton Bicknell, Chris Biemann, Lidong Bing, Or Biran, Alexan-
dra Birch, Arianna Bisazza, Yonatan Bisk, André Bittar, PRAKHAR BIYANI, Johannes Bjerva, Jari
Björne, Eduardo Blanco, Su Lin Blodgett, Michael Bloodgood, Valts Blukis, Sravan Bodapati, Rei-
hane Boghrati, Ben Bogin, Nikolay Bogoychev, Bernd Bohnet, Daniele Bonadiman, Kalina Bontcheva,
Georgeta Bordea, Johan Bos, Antoine Bosselut, Florian Boudin, Samuel R. Bowman, Ryan Boyd, Jor-
dan Boyd-Graber, Chloé Braud, Norbert Braunschweiler, Jonathan Brennan, Chris Brew, Chris Brock-
ett, Thomas Brovelli (Meyer), Caroline Brun, Amar Budhiraja, Paweł Budzianowski, Alberto Bugarín
Diz, Trung Bui, Laura Burdick, Evgeny Burnaev, Bill Byrne, Benjamin Börschinger, José G. C. de
Souza, Elena Cabrio, Aoife Cahill, Deng Cai, Andrew Caines, Iacer Calixto, Erik Cambria, Wlliam


Prompt:
Erik Cambria, Wlliam
Campbell, Burcu Can, Nicola Cancedda, Marie Candito, Yuan Cao, Kris Cao, Ziqiang Cao, Yixin
Cao, Cornelia Caragea, Dallas Card, Iñigo Casanueva, Tommaso Caselli, Giuseppe Castellucci, Thiago
Castro Ferreira, Asli Celikyilmaz, Mauro Cettolo, Arun Chaganty, Joyce Chai, Soumen Chakrabarti,
Tanmoy Chakraborty, Yllias Chali, Hou Pong Chan, Yee Seng Chan, Senthil Chandramohan, Muthu
Kumar Chandrasekaran, Baobao Chang, Yin-Wen Chang, Baobao Chang, Angel Chang, Soravit Chang-
pinyo, Rajen Chatterjee, Stergios Chatzikyriakidis, Wanxiang Che, John Chen, Zhumin CHEN, Muhao
Chen, Howard Chen, Sihao Chen, Hsin-Hsi Chen, Wenliang Chen, Yufei Chen, Yubo Chen, Yun-
Nung Chen, Tao Chen, Mingda Chen, Tongfei Chen, Xinchi Chen, Kehai Chen, Lu Chen, Wenhu
Chen, Chen Chen, Xilun Chen, Qian Chen, Lei Chen, Guanyi Chen, Fei Cheng, Jianpeng Cheng, Hao
Cheng, Yong Cheng, Jen-Tzung Chien, Hai Leong Chieu, Maria Chinkina, Dhivya Chinnappa, Luis


Prompt:
Dhivya Chinnappa, Luis
Chiruzzo, Laura Chiticariu, Yejin Choi, Heeyoul Choi, Shamil Chollampatt, Leshem Choshen, Prafulla
Kumar Choubey, Shammur Absar Chowdhury, Chenhui Chu, Tagyoung Chung, Philipp Cimiano, Yag-
mur Gizem Cinar, Volkan Cirik, Elizabeth Clark, Alexander Clark, Christopher Clark, Chloé Clavel,
Simon Clematide, Maximin Coavoux, Oana Cocarascu, Anne Cocos, Arman Cohan, Daniel Cohen,
Reuben Cohn-Gordon, Guillem Collell, Costanza Conforti, Gao Cong, John Conroy, Mathieu Con-
stant, Danish Contractor, Bonaventura Coppola, Francesco Corcoglioniti, Caio Corro, Marta R. Costa-
jussà, Ryan Cotterell, Benoit Crabbé, Josep Crego, Danilo Croce, Paul Crook, Heriberto Cuayahuitl,
Yiming Cui, Luis Fernando D’Haro, Raj Dabre, Zeyu Dai, XIN-YU DAI, Andrew Dai, Zhuyun Dai,
Joachim Daiber, Jeff Dalton, Marco Damonte, Lena Dankin, Kareem Darwish, Abhishek Das, Rajarshi
Das, Dipanjan Das, Amitava Das, Pradeep Dasigi, Vidas Daudaravicius, Hal Daumé III, Brian Davis,


Prompt:
Hal Daumé III, Brian Davis,
Cedric De Boom, Gaël de Chalendar, Orphee De Clercq, Éric de la Clergerie, Miryam de Lhoneux,
Thierry Declerck, Luciano Del Corro, Louise Deléger, Thomas Demeester, David Demeter, Steve De-
Neefe, Yuntian Deng, Lingjia Deng, Alexandre Denis, Matthew Denny, Valeria dePaiva, Leon Derczyn-
ski, Nina Dethlefs, Daniel Deutsch, Chris Develder, Barry Devereux, Jacob Devlin, Bhuwan Dhingra,
Luigi Di Caro, Giorgio Maria Di Nunzio, Adji Bousso Dieng, Jana Diesner, Haibo Ding, Xiao Ding,
Shuoyang Ding, Simon Dobnik, Tobias Domhan, Shichao Dong, Yue Dong, Daxiang Dong, Zhicheng
Dou, Gabriel Doyle, Timothy Dozat, A. Seza Do˘gruöz, Eduard Dragut, Mark Dras, Rotem Dror, Xinya
Du, Lan Du, Dheeru Dua, Nan Duan, Xiangyu Duan, Pablo Duboue, Shiran Dudy, Anca Dumitrache,
Ewan Dunbar, Esin Durmus, Nadir Durrani, Greg Durrett, Ondˇrej Dušek, Chris Dyer, Marc Dymet-
man, Valery Dzutsati, Hiroshi Echizen’ya, Thomas Efﬂand, Steffen Eger, Maud Ehrmann, Vladimir


Prompt:
Maud Ehrmann, Vladimir
Eidelman, Arash Einolghozati, Andreas Eisele, Jacob Eisenstein, Asif Ekbal, Heba Elfardy, Ahmed
Elgohary, Michael Elhadad, Desmond Elliott, Hady Elsahar, Micha Elsner, Aykut Erdem, Alexander
Erdmann, Mihail Eric, Akiko Eriguchi, Ramy Eskander, Luis Espinosa Anke, Keelan Evanini, Ingrid
xvi

Falk, Tobias Falke, Angela Fan, Feifan Fan, James Fan, Kai Fan, Licheng Fang, Hao Fang, Meng Fang,
Hui Fang, Farhood Farahnak, M. Amin Farajian, Maryam Fazel-Zarandi, Christian Federmann, Anna
Feldman, Shi Feng, Shi Feng, Xiaocheng Feng, Yang Feng, Eraldo Fernandes, Raquel Fernández,
Daniel Fernández-González, Elisa Ferracane, Francis Ferraro, Besnik Fetahu, Oluwaseyi Feyisetan,
Elena Filatova, Mark Finlayson, Nicholas FitzGerald, Jeffrey Flanigan, Margaret Fleck, Lucie Flekova,
Michael Flor, Antske Fokkens, José A. R. Fonollosa, April Foreman, Tommaso Fornaciari, Eric Fosler-


Prompt:
Eric Fosler-
Lussier, Anette Frank, Diego Frassinelli, Markus Freitag, Dayne Freitag, André Freitas, Jesse Freitas,
Lea Frermann, Daniel Fried, Annemarie Friedrich, Zhenxin Fu, Lisheng Fu, Zuohui Fu, Liye Fu, Ha-
gen Fuerstenau, Akinori Fujino, Kotaro Funakoshi, Matthias Gallé, Michael Gamon, Leilei Gan, Zhe
Gan, Octavian-Eugen Ganea, Rashmi Gangadharaiah, Varun Gangal, Debasis Ganguly, Juri Ganitke-
vitch, Wei Gao, Qiaozi Gao, Xiang Gao, Shen Gao, Fei Gao, Mercedes García-Martínez, Siddhant
Garg, Francesco Gargiulo, Ekaterina Garmash, Dan Garrette, Dragan Gasevic, Lorenzo Gatti, Tao Ge,
Sebastian Gehrmann, Michaela Geierhos, Alexander Gelbukh, Lieke Gelderloos, Spandana Gella, De-
bela Gemechu, Kallirroi Georgila, Kim Gerdes, Ulrich Germann, Pablo Gervás, Daniela Gerz, Reza
Ghaeini, Marjan Ghazvininejad, Deepanway Ghosal, Debanjan Ghosh, Sucheta Ghosh, Daniela Gifu,
Emer Gilmartin, Kevin Gimpel, Filip Ginter, Roxana Girju, Goran Glavaš, Alﬁo Gliozzo, Lorraine


Prompt:
Alﬁo Gliozzo, Lorraine
Goeuriot, Darina Gold, Yeyun Gong, Jingjing Gong, Jesús González-Rubio, Hugo Gonçalo Oliveira,
Mitchell Gordon, Kyle Gorman, Matthew R. Gormley, Prasoon Goyal, Pawan Goyal, Kartik Goyal,
Anuj Goyal, Yvette Graham, Erin Grant, Scott Grimm, Yulia Grishina, Alvin Grissom II, Dagmar
Gromann, Roman Grundkiewicz, Jiatao Gu, Lin Gui, Tao Gui, Camille Guinaudeau, Chulaka Gu-
nasekara, Jiafeng Guo, Weiwei Guo, Jiang Guo, Arpit Gupta, Sonal Gupta, Pankaj Gupta, Deepak
Gupta, Arshit Gupta, Nitish Gupta, Raghav Gupta, Iryna Gurevych, Francisco Guzmán, Jeremy Gwin-
nup, Carlos Gómez-Rodríguez, Masato Hagiwara, Udo Hahn, Dilek Hakkani-Tur, Keith Hall, William
L. Hamilton, Michael Hammond, Ting Han, Bo Han, Lifeng Han, Jialong Han, Xianpei Han, Xu Han,
Shuguang Han, Abram Handler, Christian Hardmeier, Daniel Hardt, Hardy Hardy, Mareike Hartmann,
Sadid A. Hasan, Kazi Saidul Hasan, Chikara Hashimoto, Kazuma Hashimoto, Eva Hasler, Hany Has-


Prompt:
Eva Hasler, Hany Has-
san, Ahmed Hassan Awadallah, Claudia Hauff, Annette Hautli-Janisz, Catherine Havasi, Katsuhiko
Hayashi, Devamanyu Hazarika, Shizhu He, Zhongjun He, Ji He, Hangfeng He, Hua He, Ruidan He,
Yifan He, Luheng He, Ben He, Shexia He, Qi He, Kenneth Heaﬁeld, John Henderson, Matthew Hen-
derson, Aron Henriksson, Aurélie Herbelot, Ulf Hermjakob, Delia Irazú Hernández Farías, Daniel Her-
shcovich, Raquel Hervas, Jonathan Herzig, Jack Hessel, Christopher Hidey, Ryuichiro Higashinaka,
Gerold Hintz, Tsutomu Hirao, Sorami Hisamoto, Vu Cong Duy Hoang, Hieu Hoang, Julia Hock-
enmaier, Nathan Hodas, Johannes Hoffart, Chris Hokamp, Chester Holtz, Ari Holtzman, Yu Hong,
Enamul Hoque, Ales Horak, Chiori Hori, Nabil Hossain, Mohammad Javad Hosseini, Yufang Hou,
Eduard Hovy, Phu Mon Htut, Yuheng Hu, Junjie Hu, Guangneng Hu, Linmei Hu, Zhiting Hu, Yin
Jou Huang, Jing Huang, Zhongqiang Huang, Guoping Huang, Qiuyuan Huang, Shujian Huang, Xu-


Prompt:
Shujian Huang, Xu-
anjing Huang, Haoran Huang, Lifu Huang, Fei Huang, Hen-Hsen Huang, Po-Sen Huang, Minlie
Huang, Xiaolei Huang, Patrick Huber, Matthias Huck, Kai Hui, Tim Hunter, Samar Husain, Seung-
won Hwang, Ali Hürriyeto˘glu, Ignacio Iacobacci, Adrian Iftene, Gonzalo Iglesias, Carlos A. Iglesias,
Ryu Iida, Ilija Ilievski, Oana Inel, Takashi Inui, Radu Tudor Ionescu, Ozan Irsoy, Aminul Islam, Ju-
lia Ive, Srinivasan Iyer, Aaron Jaech, Kokil Jaidka, Prachi Jain, Shoaib Jameel, Hyeju Jang, Slava
Jankin, Peter Jansen, Adam Jatowt, Sujay Kumar Jauhar, Sébastien Jean, Laura Jehl, Minwoo Jeong,
Yacine Jernite, Elisabetta Jezek, Rahul Jha, Harsh Jhamtani, Zongcheng Ji, Feng Ji, Robin Jia, Meng
Jiang, Yong Jiang, Xin Jiang, Zhuoren Jiang, Tianyu Jiang, Daxin Jiang, Jyun-Yu Jiang, Wenbin Jiang,
Salud María Jiménez-Zafra, Hongxia Jin, Di Jin, Lifeng Jin, Yohan Jo, Charles Jochim, Richard Jo-
hansson, Kristen Johnson, Justin Johnson, Gareth Jones, Kenneth Joseph, Aditya Joshi, Prathyusha


Prompt:
Aditya Joshi, Prathyusha
xvii

Jwalapuram, Preethi Jyothi, Jad Kabbara, Kushal Kaﬂe, Nobuhiro Kaji, Tomoyuki Kajiwara, Laura
Kallmeyer, Christopher Kanan, Hiroshi Kanayama, Dongyeop Kang, Katharina Kann, Diptesh Kano-
jia, Sudipta Kar, Mladen Karan, Sarvnaz Karimi, Dimitri Kartsaklis, Arzoo Katiyar, Makoto P. Kato,
David Kauchak, Daisuke Kawahara, Hideto Kazawa, Pei Ke, Chris Kedzie, Frank Keller, Aniruddha
Kembhavi, Yova Kementchedjhieva, Ruth Kempson, Casey Kennington, Salam Khalifa, Alizishaan
Khatri, Mikhail Khodak, Douwe Kiela, Halil Kilicoglu, Sun Kim, Seokhwan Kim, Yunsu Kim, Sungh-
wan Mac Kim, Young-Bum Kim, Joo-Kyung Kim, Jin-Dong Kim, Yoon Kim, Najoung Kim, Suin
Kim, Irwin King, David King, Svetlana Kiritchenko, Andreas Søeborg Kirkedal, Julia Kiseleva, Nori-
hide Kitaoka, Roman Klinger, Alistair Knott, Rebecca Knowles, Hayato Kobayashi, Sosuke Kobayashi,
Thomas Kober, Ari Kobren, Simon Kocbek, Ekaterina Kochmar, Rob Koeling, Alexander Koller,


Prompt:
Alexander Koller,
Kazunori Komatani, Rik Koncel-Kedziorski, Grzegorz Kondrak, Xiang Kong, Ioannis Konstas, Parisa
Kordjamshidi, Yannis Korkontzelos, Anastassia Kornilova, Bhushan Kotnis, Margarita Kotti, Sebastian
Krause, Ralf Krestel, Julia Kreutzer, Kalpesh Krishna, Jayant Krishnamurthy, Nikhil Krishnaswamy,
Canasai Kruengkrai, Udo Kruschwitz, Taku Kudo, Shankar Kumar, Anjishnu Kumar, Gaurav Kumar,
Jonathan K. Kummerfeld, Adhiguna Kuncoro, Gourab Kundu, Tsung-Ting Kuo, Murathan Kurfalı,
Sadao Kurohashi, Tom Kwiatkowski, Ákos Kádár, Arne Köhn, Gorka Labaka, Cyril Labbe, Matthieu
Labeau, Ophélie Lacroix, Anirban Laha, Yuxuan Lai, Veronika Laippala, Wai Lam, Mathias Lambert,
Patrik Lambert, Vasileios Lampos, Yanyan Lan, Ni Lao, Gabriella Lapesa, Stefan Larson, Michael
A. Laurenzano, Alberto Lavelli, John Lawrence, Carolin Lawrence, Angeliki Lazaridou, Phong Le,
Joseph Le Roux, Robert Leaman, Gianluca Lebani, Jason Lee, Young-Suk Lee, Yoong Keok Lee,


Prompt:
Yoong Keok Lee,
Moontae Lee, Kenton Lee, Kuang-Huei Lee, Hung-yi Lee, Artuur Leeuwenberg, Els Lefever, Tao Lei,
Wenqiang Lei, Jochen L. Leidner, Gaël Lejeune, Alessandro Lenci, Efﬁ Levi, Ran Levy, Omer Levy,
Martha Lewis, Xiang Li, Liangyou Li, Chenliang Li, Yaliang Li, Cheng-Te Li, Wenjie Li, Xiujun Li,
Junyi Jessy Li, Chang Li, Shang-Wen Li, Quanzhi Li, Zichao Li, Yanran Li, Baoli LI, Yunyao Li,
Zhixing Li, Xin Li, Yanen Li, Haibo Li, Zuchao Li, Sujian Li, Yitong Li, Juanzi Li, Jing Li, Jun-
hui Li, Piji Li, Lei Li, Qing Li, Sheng Li, Chen Li, Lishuang Li, Zhenghua Li, Jery(Shaochun) Li,
Maria Liakata, Paul Pu Liang, Chen Liang, Ming Liao, Jindˇrich Libovický, Patricia Lichtenstein, Anne-
Laure Ligozat, Nut Limsopatham, Yankai Lin, Lucy H. Lin, Zhouhan Lin, Chenghua Lin, Chu-Cheng
Lin, Bill Yuchen Lin, Chuan-Jie Lin, Ying Lin, Dekang Lin, Angela Lin, Tal Linzen, Marco Lippi,
Zachary Lipton, Diane Litman, Marina Litvak, Lemao Liu, Wu Liu, Feifan Liu, Qi Liu, Xiaodong


Prompt:
Qi Liu, Xiaodong
Liu, Qun Liu, Tong Liu, Yiqun Liu, Nelson F. Liu, Kang Liu, Xiaozhong Liu, Jiangming Liu, Tianyu
Liu, Yang Liu, Shujie Liu, Kai Liu, Bing Liu, Liyuan Liu, Fei Liu, Yijia Liu, Pengfei Liu, Bing Liu,
Nikola Ljubeši´c, Kyle Lo, Colin Lockard, Alexander Loeser, Robert Logan, Yunfei Long, Shangbang
Long, Lucelene Lopes, Oier Lopez de Lacalle, Aurelio Lopez-Lopez, Daniel Loureiro, Pablo Loyola,
Sharid Loáiciga, Jing Lu, Michal Lukasik, Liangchen Luo, Zhunchen Luo, Wencan Luo, Anh Tuan
Luu, Chunchuan Lyu, Ji Ma, Xuezhe Ma, Mingbo Ma, Jing Ma, Jianqiang Ma, Wei-Yun Ma, Shum-
ing Ma, Xutai Ma, Tengfei Ma, Sean MacAvaney, Mounica Maddela, Pranava Madhyastha, Andrea
Madotto, Walid Magdy, Giorgio Magri, Saad Mahamood, Wolfgang Maier, Navonil Majumder, Pe-
ter Makarov, Prodromos Malakasiotis, Alfredo Maldonado, Andreas Maletti, Igor Malioutov, Jonathan
Mallinson, Shervin Malmasi, Radhika Mamidi, Suresh Manandhar, Gideon Mann, Christopher D. Man-


Prompt:
Christopher D. Man-
ning, Ramesh Manuvinakurike, Jiaxin Mao, Yuning Mao, Vladislav Maraev, Ana Marasovic, Diego
Marcheggiani, Daniel Marcu, Katerina Margatina, Benjamin Marie, Alex Marin, Edison Marrese-
Taylor, Marianna Martindale, André F. T. Martins, Bruno Martins, Héctor Martínez Alonso, Eugenio
Martínez-Cámara, Luis Marujo, Ryo Masumura, Prashant Mathur, Shigeki Matsubara, Yuichiroh Mat-
subayashi, Takuya Matsuzaki, Austin Matthews, Arne Mauser, Jonathan May, Chandler May, Stephen
Mayhew, Joshua Maynez, Alessandro Mazzei, David McAllester, David McClosky, John Philip Mc-
xviii

Crae, Philipp Meerkamp, Yashar Mehdad, Sanket Vaibhav Mehta, Sachin Mehta, Hongyuan Mei, Arul
Menezes, Rui Meng, Helen Meng, Paola Merlo, Mohsen Mesgar, Florian Metze, Marie-Jean Meurs,
Christian M. Meyer, Ivan Vladimir Meza Ruiz, Yishu Miao, Antonio Valerio Miceli Barone, Julian
Michael, Sebastian J. Mielke, Margot Mieskes, Simon Mille, Timothy Miller, Tristan Miller, David


Prompt:
Tristan Miller, David
Mimno, Sewon Min, Bonan Min, Anne-Lyse Minard, Pasquale Minervini, Michael Minock, Sabino
Miranda-Jiménez, Seyed Abolghasem Mirroshandel, Paramita Mirza, Abhijit Mishra, Dipendra Misra,
Jelena Mitrovi´c, Arpit Mittal, Sudip Mittal, Daichi Mochihashi, Ashutosh Modi, Omid Mohamad
Nezami, Karthik Mohan, Tasnim Mohiuddin, Michael Mohler, Luis Gerardo Mojica de la Vega, Diego
Molla, Nicholas Monath, Taesun Moon, Naﬁse Sadat Moosavi, Roser Morante, Mohamed Morchid, Is-
abel Moreno, Véronique MORICEAU, Hajime Morita, David R. Mortensen, Diego Moussallem, Tingt-
ing Mu, Pramod Kaushik Mudrakarta, Animesh Mukherjee, Phoebe Mulcaire, Philippe Muller, Yugo
Murawaki, Smaranda Muresan, Gabriel Murray, Kenton Murray, Shikhar Murty, Adrian Muscat, sung-
hyon myaeng, Jiˇrí Mírovský, Maria Nadejde, Masaaki Nagata, Ajay Nagesh, Tetsuji Nakagawa, Yukiko
Nakano, Ndapa Nakashole, Crystal Nakatsu, Toshiaki Nakazawa, Preslav Nakov, Nikita Nangia, Ja-


Prompt:
Nikita Nangia, Ja-
son Naradowsky, Karthik Narasimhan, Shashi Narayan, Tahira Naseem, Alexis Nasr, Roberto Navigli,
Adeline Nazarenko, Mark-Jan Nederhof, Matteo Negri, Aida Nematzadeh, Graham Neubig, Guenter
Neumann, Mariana Neves, Denis Newman-Grifﬁs, Hwee Tou Ng, Axel-Cyrille Ngonga Ngomo, Khanh
Nguyen, Truc-Vien T. Nguyen, Huy Nguyen, Patrick Nguyen, Thien Huu Nguyen, Dat Quoc Nguyen,
Jianmo Ni, Garrett Nicolai, Liqiang Nie, Jian-Yun NIE, Jan Niehues, Vassilina Nikoulina, Madhav
Nimishakavi, Qiang Ning, Nobal Bikram Niraula, Hitoshi Nishikawa, Masaaki Nishino, Malvina Nis-
sim, Xing Niu, Tong Niu, Zheng-Yu Niu, Joakim Nivre, Hiroshi Noji, Jekaterina Novikova, Pierre
Nugues, Brendan O’Connor, Tim O’Gorman, Daniela Alejandra Ochoa, Yusuke Oda, Maciej Ogrod-
niczuk, Jong-Hoon Oh, Naoaki Okazaki, Tsuyoshi Okita, Oleg Okun, Ethel Ong, Constantin Orasan,
Petya Osenova, Simon Ostermann, Myle Ott, Hiroki Ouchi, Iadh Ounis, Jessica Ouyang, Katja Ovchin-


Prompt:
Katja Ovchin-
nikova, Avinesh P.V.S, Ankur Padia, Aishwarya Padmakumar, Alexis Palmer, Martha Palmer, Alessio
Palmero Aprosio, Yingwei Pan, Alexander Panchenko, Alexandros Papangelis, Nikos Papasarantopou-
los, Nikolaos Pappas, Natalie Parde, Ankur Parikh, Joonsuk Park, Sungjoon Park, Yannick Parmentier,
Patrick Paroubek, Carla Parra Escartín, Prasanna Parthasarathi, Tommaso Pasini, Ramakanth Pasunuru,
Panupong Pasupat, Viviana Patti, Siddharth Patwardhan, Adam Pauls, Steffen Pauws, Umashanthi
Pavalanathan, Ellie Pavlick, Adam Pease, Hao Peng, Haoruo Peng, Xiaochang Peng, Baolin Peng,
Gerald Penn, Martín Pereira-Fariña, Ian Perera, Laura Perez-Beltrachini, Gabriele Pergola, Isaac Pers-
ing, Slav Petrov, Maxime Peyrard, Pouya Pezeshkpour, Sandro Pezzelle, Hieu Pham, Karl Pichotta,
Mohammad Taher Pilehvar, M¯arcis Pinnis, Yuval Pinter, Vassilis Plachouras, Emmanouil Antonios
Platanios, Julien Plu, Massimo Poesio, Adam Poliak, Lucie Poláková, Edoardo Maria Ponti, Hanieh


Prompt:
Edoardo Maria Ponti, Hanieh
Poostchi, Andrei Popescu-Belis, Maja Popovi´c, Christopher Potts, Amir Pouran Ben Veyseh, Vinodku-
mar Prabhakaran, Daniel Preo¸tiuc-Pietro, Danish Pruthi, Piotr Przybyła, Ratish Puduppully, Rajkumar
Pujari, Matthew Purver, Yevgeniy Puzikov, Valentina Pyatkin, Sampo Pyysalo, Laura Pérez-Mayos,
Peng Qi, Longhua Qian, Yanmin Qian, Jing Qian, Yujie Qian, Pengda Qin, Lianhui Qin, Guanghui
Qin, Long Qiu, Minghui Qiu, Meng Qu, Lizhen Qu, Ella Rabinovich, Alexandre Rademaker, Muham-
mad Raﬁ, Dinesh Raghu, Afshin Rahimi, Muhammad Rahman, Jonathan Raiman, Dheeraj Rajagopal,
Nazneen Fatema Rajani, Nitendra Rajput, Taraka Rama, Rohan Ramanath, Gabriela Ramirez-de-la-
Rosa, Jinfeng Rao, Sudha Rao, Farzana Rashid, Hannah Rashkin, Mohammad Sadegh Rasooli, Push-
pendre Rastogi, Abhinav Rastogi, Vinit Ravishankar, Livy Real, Siva Reddy, Georg Rehm, Marek Rei,
Fiana Reiber, Julia Reinspach, David Reitter, Steffen Remus, Zhaochun Ren, Adithya Renduchintala,


Prompt:
Adithya Renduchintala,
Rezvaneh Rezapour, Corentin Ribeyre, Matthew Richardson, Mark Riedl, Jason Riesa, German Rigau,
Fabio Rinaldi, Kirk Roberts, Melissa Roemmele, Lina M. Rojas Barahona, Oleg Rokhlenko, Matteo
xix

Romanello, Salvatore Romeo, Wenge Rong, Carolyn Rose, Andrew Rosenberg, Paolo Rosso, Ben-
jamin Roth, Sascha Rothe, Aurko Roy, Sebastian Ruder, Alexander Rudnicky, Vasile Rus, Alexander
Rush, Irene Russo, Derek Ruths, Mrinmaya Sachan, Kugatsu Sadamitsu, Fatiha Sadat, Mehrnoosh
Sadrzadeh, Benoît Sagot, Monjoy Saha, Rishiraj Saha Roy, Saurav Sahay, Magnus Sahlgren, Sunil
Kumar Sahu, Hassan Sajjad, Keisuke Sakaguchi, Sakriani Sakti, Mohammad Salameh, Iman Saleh,
Elizabeth Salesky, Avneesh Saluja, Rajhans Samdani, Germán Sanchis-Trilles, Marina Santini, Diana
Santos, Maarten Sap, Murat Saraclar, Ryohei Sasano, Hassan Sawaf, Asad Sayeed, Carolina Scar-
ton, Shigehiko Schamoni, Odette Scharenborg, Niko Schenk, Yves Scherrer, Frank Schilder, David


Prompt:
Frank Schilder, David
Schlangen, Natalie Schluter, Helmut Schmid, Steven Schockaert, Hannes Schulz, Anne-Kathrin Schu-
mann, Sebastian Schuster, Roy Schwartz, H. Andrew Schwartz, Holger Schwenk, Djamé Seddah, Ethan
Selfridge, Jean Senellart, Rico Sennrich, Minjoon Seo, Yeon Seonwoo, Christophe Servan, Lei Sha,
Izhak Shafran, Kashif Shah, Pararth Shah, Samira Shaikh, Cory Shain, Azadeh Shakery, Igor Sha-
lyminov, Jingbo Shang, Mingyue Shang, Lifeng Shang, Ori Shapira, Matthew Shardlow, Rebecca
Sharp, Lanbo She, Ravi Shekhar, Jiaming Shen, Dinghan Shen, Baoxu Shi, Yunzhou Shi, Bei Shi,
xiaodong shi, Hailin Shi, Peng Shi, Tianze Shi, Tomohide Shibata, Robik Shrestha, Manish Shrivas-
tava, Lei Shu, Alexander Shvets, Vered Shwartz, Suzanna Sia, Carina Silberer, João Silva, Fabrizio
Silvestri, Stefano Silvestri, Yanchuan Sim, Patrick Simianer, Dan Simonson, Kiril Simov, Edwin Simp-
son, Matthew Sims, Alberto Simões, Amando Jr. Singun, Steve Skiena, Andrii Skliar, Neil Smalheiser,


Prompt:
Neil Smalheiser,
Noah A. Smith, Otakar Smrž, Alison Sneyd, Artem Sokolov, Luca Soldaini, Hyun-Je Song, Ruihua
Song, Wei Song, Linfeng Song, Yangqiu Song, Kaisong Song, Radu Soricut, Aitor Soroa, Ionut-Teodor
Sorodoc, Daniil Sorokin, Matthias Sperber, Andreas Spitz, Richard Sproat, Balaji Vasan Srinivasan,
Shashank Srivastava, Felix Stahlberg, Miloš Stanojevi´c, Gabriel Stanovsky, Mark Steedman, Veselin
Stoyanov, Karl Stratos, Kristina Striegnitz, Jannik Strötgen, Will Styler, Shang-Yu Su, Keh-Yih Su, Yu
Su, Pei-Hao Su, Rajen Subba, Nishant Subramani, Katsuhito Sudoh, Kazunari Sugiyama, Alane Suhr,
Elior Sulem, Md Arafat Sultan, Fei Sun, Shuo Sun, Yibo Sun, Ming Sun, Le Sun, Hanna Suominen,
Mihai Surdeanu, Hisami Suzuki, Jun Suzuki, Swabha Swayamdipta, Ida Szubert, Jeniya Tabassum,
Kaveh Taghipour, Hiroya Takamura, Sho Takase, David Talbot, Alon Talmor, Partha Talukdar, Akihiro
Tamura, Jiwei Tan, Liling Tan, Hao Tan, Luchen Tan, Niket Tandon, Shuai Tang, Jiliang Tang, Raphael


Prompt:
Jiliang Tang, Raphael
Tang, Duyu Tang, Siliang Tang, Jintao Tang, Hao Tang, Jian Tang, Gongbo Tang, Fei Tao, Chongyang
Tao, Yi Tay, Selma Tekir, Damien Teney, Zhiyang Teng, Jesse Thomason, Sam Thomson, Ran Tian,
Fei Tian, Jörg Tiedemann, Christoph Tillmann, Takenobu Tokunaga, Gaurav Singh Tomar, Marc Tom-
linson, Sara Tonelli, Kentaro Torisawa, Paolo Torroni, Ke Tran, Quan Hung Tran, Trang Tran, Trieu
Trinh, Rocco Tripodi, Adam Trischler, Chen-Tse Tsai, Yao-Hung Hubert Tsai, Yu Tsao, Reut Tsarfaty,
Bo-Hsiang Tseng, Yuen-Hsien Tseng, Lifu Tu, Kewei Tu, Don Tuggener, Marco Turchi, Ferhan Ture,
Francis Tyers, Kateryna Tymoshenko, Nicola Uefﬁng, Stefan Ultes, Lyle Ungar, Kartikeya Upasani, L.
Alfonso Urena Lopez, Dmitry Ustalov, Masao Utiyama, Antonio Uva, Sowmya Vajjala, Tim Van de
Cruys, Rob van der Goot, Chris van der Lee, Lonneke van der Plas, Benjamin Van Durme, Emiel van
Miltenburg, Marten van Schijndel, Vincent Vandeghinste, Keith VanderLinden, Clara Vania, Shikhar


Prompt:
Clara Vania, Shikhar
Vashishth, Eva Maria Vecchi, Sumithra Velupillai, Alakananda Vempala, Sriram Venkatapathy, Ashish
Venugopal, Subhashini Venugopalan, Suzan Verberne, Marc Verhagen, Rohil Verma, Yannick Versley,
Guido Vetere, Natalia Viani, David Vilar, David Vilares, Jesús Vilares, Martin Villalba, Serena Vil-
lata, Aline Villavicencio, Jacky Visser, Elena Voita, Clare Voss, Thuy Vu, Ngoc Thang Vu, Slobodan
Vucetic, Ivan Vuli´c, V.G.Vinod Vydiswaran, Henning Wachsmuth, Byron C. Wallace, Eric Wallace,
Matthew Walter, Stephen Wan, Qing Wang, Shuai Wang, Wei Wang, Shaolei Wang, Hong Wang, Shuo-
hang Wang, Han Wang, Longyue Wang, Xinyi Wang, Tong Wang, Chao Wang, Rui Wang, Xing Wang,
Chuan Wang, Wenya Wang, Mingxuan Wang, Wen Wang, Yizhong Wang, Baoxun Wang, Chenguang
xx

Wang, Dingquan Wang, Zhongqing Wang, Shufan Wang, Xin Wang, Cheng Wang, Hsin-Min Wang,
Qingyun Wang, Wenhui Wang, Daling Wang, Zhichun Wang, Hai Wang, Yequan Wang, Wenlin Wang,


Prompt:
Yequan Wang, Wenlin Wang,
Jakub Waszczuk, Shinji Watanabe, Ingmar Weber, Zhongyu Wei, Wei Wei, Gerhard Weikum, Ralph
Weischedel, Johannes Welbl, Charles Welch, Tsung-Hsien Wen, Robert West, Aaron Steven White,
Spencer Whitehead, Gregor Wiedemann, Michael Wiegand, Sarah Wiegreffe, John Wieting, Derry
Tanti Wijaya, Gijs Wijnholds, Adina Williams, Tom Williams, Jake Williams, Shomir Wilson, Steven
Wilson, Colin Wilson, Sam Wiseman, Guillaume Wisniewski, Travis Wolfe, Tak-Lam Wong, Derek F.
Wong, Alina Wróblewska, Lijun Wu, Qi Wu, Zhaohui Wu, Mengyue Wu, Jiawei Wu, Xianchao Wu,
Chien-Sheng Wu, Yu Wu, Fangzhao Wu, wei wu, Lingfei Wu, Hua Wu, Joern Wuebker, Yunqing Xia,
Rong Xiang, Yanghua Xiao, Tong Xiao, Xinyan Xiao, Boyi Xie, Ruobing Xie, Shasha Xie, Jiateng
Xie, Pengtao Xie, Qizhe Xie, Yingwei Xin, Chen Xing, Chenyan Xiong, Wenhan Xiong, Jia Xu, Jun
Xu, Hainan Xu, Feiyu Xu, jiaming xu, Kun Xu, Tong Xu, Ruifeng Xu, Hu Xu, Wenduan Xu, Wei


Prompt:
Hu Xu, Wenduan Xu, Wei
Xue, Yadollah Yaghoobzadeh, Takehiro Yamamoto, Rui Yan, Zhaojun Yang, Liu Yang, Cheng Yang,
Shaohua Yang, Yaqin Yang, Jie Yang, Zichao Yang, Wei Yang, Qian Yang, Zi Yang, Yujiu Yang, Grace
Hui Yang, Pengcheng Yang, Liner Yang, Baosong Yang, Yi Yang, Zhilin Yang, Diyi Yang, Helen Yan-
nakoudakis, tae yano, Jin-ge Yao, Wenlin Yao, Ting Yao, Mahsa Yarmohammadi, Mark Yatskar, Lana
Yeganova, Reyyan Yeniterzi, Seid Yimam, Qingyu Yin, Wenpeng Yin, Dawei Yin, Pengcheng Yin,
Anssi Yli-Jyrä, Sho Yokoi, Seunghyun Yoon, Masaharu Yoshioka, Xiaodong Yu, Zhou Yu, Kai Yu, Bei
Yu, Mo Yu, Tao Yu, Ning Yu, Dian Yu, Liang-Chih Yu, Jianfei Yu, François Yvon, Manzil Zaheer,
Nasser Zalmout, Roberto Zamparelli, Marcos Zampieri, Guido Zarrella, Rowan Zellers, Daojian Zeng,
Jiali Zeng, Xingshan Zeng, Chrysoula Zerva, Luke Zettlemoyer, Deniz Zeyrek, Feifei Zhai, Shuang
(Sophie) Zhai, Richong Zhang, Yuhao Zhang, Wei Zhang, Yi Zhang, Yongfeng Zhang, Rui Zhang, Zhe


Prompt:
Rui Zhang, Zhe
Zhang, Sheng Zhang, Peng Zhang, Fuzheng Zhang, Yu Zhang, Hao Zhang, Xingxing Zhang, Yizhe
Zhang, Lei Zhang, Jingyi Zhang, Tongtao Zhang, Chao Zhang, Yuchen Zhang, Meng Zhang, Biao
Zhang, Boliang Zhang, Jiacheng Zhang, Qi Zhang, Yuan Zhang, Haichao Zhang, Xuan Zhang, Zhirui
Zhang, Justine Zhang, Xiaodong Zhang, Dongdong Zhang, Yi Zhang, Zhou Zhao, Ran Zhao, Lin Zhao,
Hai Zhao, Yang Zhao, Bing Zhao, Zhengli Zhao, Tiancheng Zhao, Kai Zhao, Dongyan Zhao, Sendong
Zhao, Li Zhao, Guoqing Zheng, Alisa Zhila, Victor Zhong, Junsheng Zhou, Yu Zhou, Joey Tianyi Zhou,
Guangyou Zhou, Deyu ZHOU, Qingyu Zhou, Ben Zhou, Wenxuan Zhou, Hao Zhou, Long Zhou, Hao
Zhou, Li Zhou, Muhua Zhu, Hao Zhu, Lixing Zhu, Chenguang Zhu, Su Zhu, Huaiyu Zhu, Haichao
Zhu, Junnan Zhu, Ayah Zirikly, Michael Zock, Chengqing Zong, Shi Zong, Markus Zopf, Arkaitz Zu-
biaga, Özlem Çetino˘glu, Ça˘grı Çöltekin, Diarmuid Ó Séaghdha, Robert Östling, Arzucan Özgür, Lilja
Øvrelid, Gözde Gül ¸Sahin, Jan Šnajder


Prompt:
Jan Šnajder
Outstanding ACs and Reviewers
We would like to recognize the following outstanding Area Chairs.
Aliaksei Severyn, Andreas Vlachos, Andrew Yates, Ann Clifton, Annie Louis, Anya Belz, Barbara
Plank, Chin-Yew Lin, Dan Goldwasser, Danqi Chen, Danushka Bollegala, David Jurgens, George Fos-
ter, Gholamreza Haffari, Isabelle Augenstein, Jacob Andreas, Jun Suzuki, Kemal Oﬂazer, Kevin Small,
Laura Rimell, Leon Bergen, Li Dong, Loïc Barrault, Lu Wang, Marianna Apidianaki, Markus Dreyer,
Matt Gardner, Michael Strube, Minlie Huang, Nanyun Peng, Nikolaos Aletras, Qin Lu, Quan Wang,
Sameer Singh, Shaﬁq Joty, Shay B. Cohen, Shou-de Lin, Sujith Ravi, Suzanne Stevenson, Wei Gao,
William Yang Wang, Xiaodan Zhu, Yoav Artzi, Yoav Goldberg, Yulia Tsvetkov
xxi

We would also like to recognize the following outstanding reviewers.
Abhijit Mishra, Adhiguna Kuncoro, Adina Williams, Ahmed Abdelali, Ahmed Hassan Awadallah,


Prompt:
Ahmed Hassan Awadallah,
Aishwarya Padmakumar, Akihiro Tamura, Ákos Kádár, Alexander Rush, Aline Villavicencio, Ami-
tava Das, Ana Marasovic, Ana Marasovic, Andrew Rosenberg, Angela Fan, Angeliki Lazaridou, An-
nemarie Friedrich, Annette frank, Antoine Bosselut, Antonio Uva, Artem Sokolov, Asad Abdi, Asad
Sayeed, Asif ikbal, Barend Beekhuizen, Ben Bogin, Benjamin Börschinger, Benjamin Marie, Benoit
Crabbé, Bhuwan Dhingra, Bill Yuchen Lin, Boyi Xie, Brendan O’Connor, Bruno Martins, Ça˘grı Çöl-
tekin, Caio Filippo Corro, Carolin Lawrence, Chandler May, Chao Wang, Cheng Wang, Chenliang
Li, Chester Holtz, Chris Kedzie, Christian M. Meyer, Christopher Potts, Chunchuan Lv, Cindy Xinyi
Wang, Dagmar Gromann, Daichi Mochihashi, Dallas Card, Damien Teney, Dan Garrette, Dan Simon-
son, Daniel Hershcovich, Daniel Loureiro, Daniel Preo¸tiuc-Pietro, Daniele Bonadiman, Dario Bert-
ero, David Kauchak, David Mortensen, David Reitter, David Vilares, Debanjan Ghosh, Deepanway


Prompt:
Debanjan Ghosh, Deepanway
Ghosal, Denis Newman-Grifﬁs, Di Jin, Diego Moussallem, Diyi Yang, Djamé Seddah, Djamé Sed-
dah, Don Tuggener, Edwin Simpson, Elena Voita, Elior Sulem, Elisa Ferracane, Elizabeth Salesky,
Ella Rabinovich, Ellie Pavlick, Emiel van Miltenburg, Emily Bender, Eric Fosler-Lussier, Fernando
Alva-Manchego, Francesco Corcoglioniti, Gabriel Stanovsky, Garrent Nicolai, Georgio Magri, Gijs
Wijnholds, Goran Glavaš, Graham Neubig, Greg Durrett, Greg Durrett, Guanghui Qin, Guillaume Wis-
niewski, Guoqing Zheng, Hai Leong Chieu, Hai Wang, Hainan Xu, Hao Peng, Hao Tang, Hao Tang,
Hayato Kobayashi, Henning Wachsmuth, Hiroki Ouchi, Hongyuan Mei, Hugo Gonçalo Oliveira, Hyeju
Jang, Iacer Calixto, Ioannis Konstas, Ivan Vulic, Jack Hessel, Jacky Visser, Jannik Strötgen, Jason
Naradowsky, Jeff Dalton, Jessica Ouyang, Jing Ma, Jinge Yao, John Lawrence, Jonathan K. Kum-
merfeld, Jonathan May, Jordan Boyd-Graber, Joseph Barrow, Julian Michael, Justine Zhang, Kazu-


Prompt:
Justine Zhang, Kazu-
nari Sugiyama, Kenneth Heaﬁeld, Kevin Gimpel, Kirk Roberts, Klinton Bicknell, Kristen Johnson,
Kristina Striegnitz, Kun Xu, Kyle Gorman, Laura Burdick, Laura Pérez-Mayos, Lea Frermann, Lifu
Tu, Lijun Wu, Lucy H. Lin, Maarten Sap, Mahbub Rahman, Malvina Nissim, Manoj Acharya, Marco
Damonte, Marco Turchi, Marcos Zampieri, Mariana Neves, Mark Finlayson, Martín Pereira-Fariña,
Martha Palmer, Martin Villalba, Masaaki Nishino, Massimo Poesio, Mathieu Constant, Matthew Richard-
son, Matthew Walter, Maxime Peyrard, Melissa Roemmele, Meng Qu, Micha Elsner, Michael Gamon,
Michael Wiegand, Mikel Artetxe, Mikhail Khodak, Minjoon Seo, Mo Yu, Moontae Lee, Mrinmaya
Sachan, Muhammad Raﬁ, Muhao Chen, Naﬁse Sadat Moosavi, Naoki Otani, Nasser Zalmout, Natalie
Ahn, nelson liu, Nguyen Xuan Khanh, Nikhil Krishnaswamy, Nikita Haduong, Nikita Nangia, Niko-
laos Pappas, Noah Smith, Oﬁr Press, Omer Levy, Orphee De Clercq, Otakar Smrz, Panupong Pasupat,


Prompt:
Panupong Pasupat,
paola merlo, Pedro Rodriguez, Peng Qi, Pengcheng Yin, Peter Jansen, Philippe Muller, Piji Li, Pra-
fulla Kumar Choubey, Pranava Madhyastha, Qun Liu, Ramakanth Pasunuru, Raquel Fernández, Ravi
Shekhar, Reinald Kim Amplayo, Reut Tsarfaty, Richard Johansson, Rico Sennrich, Rob van der Goot,
Robin Jia, Rotem Dror, Sachin Mehta, Sachin Mehta, Salam Khalifa, Sam Wiseman, Samuel R. Bow-
man, Sarvnaz Karimi, Sebastian Gehrmann, Selma Tekir, Sewon Min, Shankar Kumar, Sharid Loaiciga,
Shikhar Murty, Shiran Dudy, Sho Takase, Shoaib Jameel, Shuai Tang, Simon Mille, Siva Reddy, So-
rami Hisamoto, Sosuke Kobayashi, Spencer Whitehead, stefano silvestri, Stefanos Angelidis, Steven
Wilson, Suzanna Sia, Tahira Naseem, Taku Kudo, Tal Linzen, Tanmoy Chakraborty, Tetsuji Naka-
gawa, Thomas Efﬂand, Thuy Vu, Tianze Shi, Timothy Baldwin, Tobias Falke, Tom Kwiatkowski, Tom
Williams, Trapit Bansal, Travis Wolfe, Tristan Miller, Udo Hahn, Valts Blukis, Victor Zhong, Wenlin


Prompt:
Victor Zhong, Wenlin
Wang, Wenxuan Zhou, Wilker Ferreira Aziz, Will Styler, Xiaodong Liu, Xilun Chen, Xinya Du, Xuan
Zhang, Yang Liu, Yejin Choi, Yiming Cui, Yitong Li, Yonatan Belinkov, Yoon Kim, Yova Kementched-
xxii

jhieva, Yue Dong, Yufang Hou, Yuhao Zhang, Yujiu Yang, Yulia Grishina, Yuxuan Lai, Yves Scherrer,
Zhaochun Ren


Prompt:
Victor Zhong, Wenlin
Wang, Wenxuan Zhou, Wilker Ferreira Aziz, Will Styler, Xiaodong Liu, Xilun Chen, Xinya Du, Xuan
Zhang, Yang Liu, Yejin Choi, Yiming Cui, Yitong Li, Yonatan Belinkov, Yoon Kim, Yova Kementched-
xxii

jhieva, Yue Dong, Yufang Hou, Yuhao Zhang, Yujiu Yang, Yulia Grishina, Yuxuan Lai, Yves Scherrer,
Zhaochun Ren
xxiii


Prompt:
Organizing Committee
General Chair
Bonnie Webber, University of Edinburgh, UK
Program Committee Co-chairs
Trevor Cohn, University of Melbourne, Australia
Yulan He, University of Warwick, UK
Yang Liu, Amazon – Alexa AI, USA
Workshop Co-chairs
Jackie Chi Kit Cheung, McGill University, Canada
Lonneke van der Plas, University of Malta, Malta
Tutorial Co-chairs
Benjamin van Durme, Johns Hopkins University, USA
Aline Villavicencio, University of Shefﬁeld, UK
Demonstration Co-chairs
Qun Liu, Huawei Noah’s Ark Lab, Hong Kong
David Schlangen, University of Potsdam, Germany
General Publication Chair
Fei Liu, University of Central Florida, USA
Publication Chairs
Yang Gao, Royal Holloway, University of London, UK
Veronika Laippala, University of Turku, Finland
Philippe Muller, University of Toulouse, France
Findings Chairs
Jing Li, The Hong Kong Polytechnic University, Hong Kong
Lemao Liu, Tencent AI Lab, China
Publicity Chairs
Anna Rogers, University of Copenhagen, Denmark


Prompt:
, Denmark
Ruifeng Xu, Harbin Institute of Technology, China
Website Chair
Andy MacKinlay, Culture Amp, Australia
Student Volunteer Coordinator and Student Scholarship Chair
Kellie Webster, Google, USA
Diversity and Inclusion Chairs
Isabelle Augenstein, University of Copenhagen
Chris Brew, LivePerson
xi

Diversity and Inclusion Student Chairs
Prathyusha Jwalapuram, Nanyang Technological University, Singapore
Murathan Kurfali, University of Stockholm, Sweden
Virtual Infrastructure Chairs
Eduardo Blanco, University of North Texas, USA
Yang Feng, Chinese Academy of Sciences, China
Yansong Feng, Peking University, China
Jan-Christoph Klie, Technical University of Darmstadt, Germany
Zhongyu Wei, Fudan University, China
Advisors, Virtual Infrastructure Committee
Hao Fang, Microsoft Semantic Machines, USA
Sudha Rao, Microsoft Research, USA
Ethics Committee Chairs
Karën Fort, Sorbonne University, France
Dirk Hovy, Bocconi University, Italy
ACL Business Manager & Local Arrangements Chair


Prompt:
nts Chair
Priscilla Rasmussen, Association for Computational Linguistics, USA
xii

Program Committee
Program Committee Co-chairs
Trevor Cohn, University of Melbourne, Australia
Yulan He, University of Warwick, UK
Yang Liu, Amazon – Alexa AI, USA
Senior Area Chairs
Computational Social Science and Social Media
Jacob Eisenstein, Google, USA
Dong Nguyen, Utrecht University, Netherlands
Dialog and Interactive Systems
Srinivas Bangalore, Interactions Corp, USA
Xiaodong He, JD AI Research, China
Discourse and Pragmatics
Vincent Ng, University of Texas at Dallas, USA
Information Extraction
Maggie Li, The Hong Kong Polytechnic University, China
Alan Ritter, Georgia Institute of Technology, USA
Information Retrieval and Text Mining
Alessandro Moschitti, Amazon, USA
Interpretability and Analysis of Models for NLP
Sameer Singh, University of California, Irvine, USA
William Wang, University of California, Santa Barbara, USA
Language Generation
Chenghua Lin, University of Shefﬁeld, UK


Prompt:
University of Shefﬁeld, UK
Lu Wang, University of Michigan, USA
Language Grounding to Vision, Robotics and Beyond
Lucia Specia, Imperial College London, UK
Linguistic Theories, Cognitive Modeling and Psycholinguistics
Roger Levy, Massachusetts Institute of Technology, USA
Machine Learning for NLP
Mohit Bansal, University of North Carolina at Chapel Hill, USA
Reza Haffari, Monash University, Australia
Yulia Tsvetkov, Carnegie Mellon University, USA
Machine Translation and Multilinguality
Stefan Riezler, Heidelberg University, Germany
Yang Liu, Tsinghua University, China
xiii

NLP Applications
Thamar Solorio, University of Houston, USA
Deyu Zhou, Southeast University, China
Phonology, Morphology and Word Segmentation
Hinrich Schutze, University of Munich, Germany
Question Answering
Markus Dreyer, Amazon, USA
Anh Tuan Luu, Massachusetts Institute of Technology, USA
Semantics: Lexical Semantics
Mona Diab, Facebook AI, USA


Prompt:
Mona Diab, Facebook AI, USA
Semantics: Sentence-level Semantics, Textual Inference and Other areas
Ivan Titov, University of Edinburgh / University of Amsterdam, UK
Yue Zhang, Westlake University, China
Sentiment Analysis, Stylistic Analysis, and Argument Mining
Saif Mohammad, National Research Council, Canada
Bing Qin, Harbin Institute of Technology, China
Speech and Multimodality
Geoffrey Zweig, Facebook, USA
Summarization
Xiaojun Wan, Peking University, China
Syntax: Tagging, Chunking, and Parsing
Mark Johnson, Oracle Corporation, Australia
Multidisciplinary and AC COI
Heng Ji, University of Illinois at Urbana-Champaign, USA
Area Chairs
Computational Social Science and Social Media
David Bamman, Cristian Danescu-Niculescu-Mizil, Lucie Flek, Jing Jiang, David Jurgens,
Brendan O’Connor, Chenhao Tan, Sara Tonelli, Andreas Vlachos
Dialog and Interactive Systems
Yun-Nung Chen, Alborz Geramifard, Minlie Huang, Jing Huang, Seokhwan Kim, Mahnoosh


Prompt:
Seokhwan Kim, Mahnoosh
Mehrabani, Helen Meng, Aasish Pappu, Xiaojun Quan, Sakriani Sakti, Ethan Selfridge, Ruihua
Song, Rui Yan, Zhou Yu
Discourse and Pragmatics
Annemarie Friedrich, Ruihong Huang, Junyi Jessy Li, Sujian Li
Information Extraction
Eunsol Choi, Bhavana Dalvi, Leon Derczynski, Doug Downey, Greg Durrett, Luheng He, Zhao
Jun, Jiwei Li, Kang Liu, Zhiyuan Liu, Nanyun Peng, Hoifung Poon, Nazneen Rajani, Yangqiu
Song, Veselin Stoyanov
xiv

Information Retrieval and Text Mining
Dina Demner-Fushman, Simone Filice, Jimmy Lin, Matthias Petri, Kateryna Tymoshenko, Olga
Uryupina
Interpretability and Analysis of Models for NLP
Yonatan Belinkov, Shiyu Chang, Manaal Faruqui, Vivek Kulkarni, Hung-yi Lee, Xu Sun, Byron
Wallace, Xin Wang, Diyi Yang
Language Generation
Thiago Castro Ferreira, Albert Gatt, Yannis Konstas, Shashi Narayan, Ankur Parikh, Sudha Rao,
Ehud Reiter, Advaith Siddharthan, Hiroya Takamura, Michael White, Samuel Wiseman, Wei Xu,
Jin-Ge Yao