Prompt:
Eyal Shnarch, B¨orkur
Sigurbj¨ornsson, Max Silberztein, Rui Sousa Silva, Khalil Sima’an, Michel Simard, Kiril Simov,
Vivek Srikumar, Inguna Skadina, David Smith, Noah Smith, Rion Snow, Radu Soricut, Caroline
Sporleder, Manfred Stede, Mark Steedman, Josef Steinberger, Svetlana Stenchikova, Amanda
Stent, Mark Stevenson, Suzanne Stevenson, Matthew Stone, Carlo Strapparava, Michael Strube,
Eiichiro Sumita, Mihai Surdeanu
Maite Taboada, David Talbot, Thora Tenbrink, Simone Teufel, J¨org Tiedemann, Christoph
Tillmann, Ivan Titov, Takenobu Tokunaga, Kristina Toutanova, Trond Trosterud, Theodora
Tsikrika, Dan Tuﬁs¸, Juho Tupakka, Gokhan Tur, Peter Turney
Nicola Uefﬁng
Antal van den Bosch, Lelka van der Sluis, Marieke van Erp, Josef van Genabith, Hans van
Halteren, Gertjan van Noord, Menno van Zaanen, Keith Vander Linden, Lucy Vanderwende,
Tam´as V´aradi, Sebastian Varges, Tony Veale, Paola Velardi, Karin Verspoor, Jose Luis Vicedo,


Prompt:
Jose Luis Vicedo,
Barbora Vidova-Hladka, Simona Vietri, Laure Vieu, Aline Villavicencio, Eric Villemonte de la
Clergerie, Dusko Vitas, Andreas Vlachos, Carl Vogel, Clare Voss, Piek Vossen, Atro Voutilainen
Qin Iris Wang, Nigel Ward, Taro Watanabe, Andy Way, Gabe Webster, Richard Wicentowski,
Sandra Williams, Jason Williams, Shuly Wintner, Yuk Wah Wong, Jeremy Wright, Dekai Wu
Fei Xia
Alexander Yeh, Anssi Yli-Jyr¨a, Kai Yu, Deniz Yuret
Fabio Massimo Zanzotto, Sina Zarrieß, Richard Zens, Torsten Zesch, Yi Zhang, Imed Zitouni,
Ingrid Zukerman


Prompt:
Jose Luis Vicedo,
Barbora Vidova-Hladka, Simona Vietri, Laure Vieu, Aline Villavicencio, Eric Villemonte de la
Clergerie, Dusko Vitas, Andreas Vlachos, Carl Vogel, Clare Voss, Piek Vossen, Atro Voutilainen
Qin Iris Wang, Nigel Ward, Taro Watanabe, Andy Way, Gabe Webster, Richard Wicentowski,
Sandra Williams, Jason Williams, Shuly Wintner, Yuk Wah Wong, Jeremy Wright, Dekai Wu
Fei Xia
Alexander Yeh, Anssi Yli-Jyr¨a, Kai Yu, Deniz Yuret
Fabio Massimo Zanzotto, Sina Zarrieß, Richard Zens, Torsten Zesch, Yi Zhang, Imed Zitouni,
Ingrid Zukerman
xi


Prompt:
Organizing Committee
General Chair:
Walter Daelemans, University of Antwerp, Belgium
Programme Committee Chairs:
Mirella Lapata, University of Edinburgh, UK
Llu´ıs M`arquez, Universitat Polit`ecnica de Catalunya, Spain
Area Chairs:
Katja Filippova, Google
Min-Yen Kan, National University of Singapore
Charles Sutton, University of Edinburgh
Ivan Titov, Saarland University
Xavier Carreras, Universitat Polit ` ecnica de Catalunya (UPC)
Kenji Sagae, University of Southern California
Kallirroi Georgila, Institute for Creative Technologies, University of Southern California
Michael Strube, HITS gGmbH
Pascale Fung, The Hong Kong University of Science and Technology
Bing Liu, University of Illinois at Chicago
Theresa Wilson, Johns Hopkins University
David McClosky, Stanford University
Sebastian Riedel, University of Massachusetts
Phil Blunsom, University of Oxford
Mikel L. Forcada, Universitat d’Alacant
Christof Monz, University of Amsterdam
Sharon Goldwater, University of Edinburgh


Prompt:
University of Edinburgh
Richard Wicentowski, Swarthmore College
Patrick Pantel, Microsoft Research
Hiroya Takamura, Tokyo Institute of Technology
Alexander Koller, University of Potsdam
Sebastian Pad´o, Universit¨at Heidelberg
Maarten de Rijke, University of Amsterdam
Julio Gonzalo, UNED
Lori Levin, Carnegie Mellon University
Piek Vossen, VU University Amsterdam
Afra Alishahi, Tilburg University, The Netherlands
John Hale, Cornell University
Workshop Committee chairs:
Kristiina Jokinen, University of Helsinki, Finland
Alessandro Moschitti, University of Trento, Italy
Tutorials Committee chairs:
Eneko Agirre, University of the Basque Country, Spain
Lieve Macken, University College Ghent, Belgium
vii

Student research workshop chairs:
Pierre Lison, University of Oslo, Norway
Mattias Nilsson, Uppsala University, Sweden
Marta Recasens, University of Barcelona, Spain
Student research workshop faculty advisor:
Laurence Danlos, Universit´e Paris 7
System Demonstrations Committee:


Prompt:
ommittee:
Fr´ed´erique Segond
Publications Committee:
Adri`a de Gispert, University of Cambridge, UK
Fabrice Lef`evre, University of Avignon, France
Sponsorship Committee:
Massimiliano Ciaramita
Mentoring service:
Caroline Sporleder, Saarland University, Germany
Gertjan van Noord, University of Groningen, The Netherlands
Local Organising Committee:
Marc El-Beze (Chair), University of Avignon, France
Frederic Bechet (Publicity chair), University Aix-Marseille 2, France
Yann Fernandez, University of Avignon, France
St´ephane Huet (Exhibits local chair), University of Avignon, France
Tania Jimenez, University of Avignon, France
Fabrice Lefevre, University of Avignon, France
Georges Linares, University of Avignon, France
Alexis Nasr, University Aix-Marseille 2, France
Eric SanJuan (Sponsorship local chair), University of Avignon, France
Iria Da Cunha, Pompeu Fabra University, Spain


Prompt:
ommittee:
Fr´ed´erique Segond
Publications Committee:
Adri`a de Gispert, University of Cambridge, UK
Fabrice Lef`evre, University of Avignon, France
Sponsorship Committee:
Massimiliano Ciaramita
Mentoring service:
Caroline Sporleder, Saarland University, Germany
Gertjan van Noord, University of Groningen, The Netherlands
Local Organising Committee:
Marc El-Beze (Chair), University of Avignon, France
Frederic Bechet (Publicity chair), University Aix-Marseille 2, France
Yann Fernandez, University of Avignon, France
St´ephane Huet (Exhibits local chair), University of Avignon, France
Tania Jimenez, University of Avignon, France
Fabrice Lefevre, University of Avignon, France
Georges Linares, University of Avignon, France
Alexis Nasr, University Aix-Marseille 2, France
Eric SanJuan (Sponsorship local chair), University of Avignon, France
Iria Da Cunha, Pompeu Fabra University, Spain
viii


Prompt:
General Chair:
Shuly Wintner, University of Haifa (Israel)
Program Chairs:
Sharon Goldwater, University of Edinburgh (UK)
Stefan Riezler, Heidelberg University (Germany)
Local Organizing Committee:
Lars Borin (chair), University of Gothenburg (Sweden)
Aarne Ranta (chair), University of Gothenburg and Chalmers University of Technology (Sweden)
Yvonne Adesam, University of Gothenburg (Sweden)
Martin Kaså, University of Gothenburg (Sweden)
Nina Tahmasebi, Chalmers University of Technology (Sweden)
Publication Chairs:
Gosse Bouma, University of Groningen (The Netherlands)
Yannick Parmentier, University of Orléans (France)
Workshop Chairs:
Anja Belz, University of Brighton (UK)
Reut Tsarfaty, Uppsala University (Sweden)
Tutorial Chairs:
Afra Alishahi, Tilburg University (The Netherlands)
Marco Baroni, University of Trento (Italy)
Demo Chair:
Marko Tadi´c, University of Zagreb (Croatia)
Bogdan Babych, University of Leeds (UK)
Student Research Workshop Chairs:


Prompt:
p Chairs:
Desmond Elliott, University of Edinburgh (UK)
Konstantina Garouﬁ, University of Potsdam (Germany)
Douwe Kiela, University of Cambridge (UK)
Ivan Vuli´c, KU Leuven (Belgium)
Student Research Workshop Faculty advisor:
Sebastian Padó, Heidelberg University (Germany)
Sponsorship Chairs:
Jochen Leidner, Thomson-Reuters/Linguit Ltd. (Switzerland)
vii

Alessandro Moschitti, University of Trento (Italy)
Soﬁe Johansson Kokkinakis, University of Gothenburg (Sweden)
Staffan Larsson, University of Gothenburg (Sweden)
Publicity Chair:
Peter Ljunglöf, University of Gothenburg and Chalmers University of Technology (Sweden)
Area Chairs:
Enrique Alfonseca, John Blitzer, Aoife Cahill, Vera Demberg, Chris Dyer, Jacob Eisenstein, Micha
Elsner, Katrin Erk, Afsaneh Fazly, Katja Filippova, Alexander Fraser, Iryna Gurevych, Chin-Yew
Lin, David McClosky, Yusuke Miyao, Hwee Tou Ng, Slav Petrov, Simone Paolo Ponzetto, Sebas-


Prompt:
o, Sebas-
tian Riedel, Verena Rieser, Helmut Schmid, Izhak Shafran, Hiroya Takamura, Lucy Vanderwende
Reviewers:
Fadi Abu-Sheika, Meni Adler, Nitish Aggarwal, Lars Ahrenberg, Afra Alishahi, Yaser Al-Onaizan,
Yasemin Altun, Waleed Ammar, Jacob Andreas, Ion Androutsopoulos, Gabor Angeli, Mihael Ar-
can, Yoav Artzi, Jordi Atserias Batalla, Michael Auli, Harald Baayen, Timothy Baldwin, David
Bamman, Mohit Bansal, Marco Baroni, Loïc Barrault, Núria Bel, Kedar Bellare, Islam Belt-
agy, Luciana Benotti, Yinon Bentor, Jonathan Berant, Sabine Bergler, Raffaella bernardi, Klin-
ton Bicknell, Chris Biemann, Arianna Bisazza, Yonatan Bisk, Roi Blanco, Michael Bloodgood,
Phil Blunsom, Nathan Bodenstab, Branimir Boguraev, Bernd Bohnet, Gemma Boleda, Danushka
Bollegala, Francis Bond, Kalina Bontcheva, Johan Bos, Houda Bouamor, Thorsten Brants, Chloé
Braud, Fabienne Braune, Chris Brew, Ted Briscoe, Julian Brooke, Marco Brunello, Paul Buite-


Prompt:
Marco Brunello, Paul Buite-
laar, Harry Bunt, Aljoscha Burchardt, David Burkett, Stephan Busemann, Bill Byrne, Nicoletta
Calzolari, Ivan Cantador, Yunbo Cao, Giuseppe Carenini, Marine Carpuat, Xavier Carreras, John
Carroll, Dave Carter, Francisco Casacuberta, Pablo Castells, Nathanael Chambers, Jason Chang,
Ming-Wei Chang, David Chen, Hsin-Hsi Chen, Wenliang Chen, Chen Chen, Kehai Chen, Colin
Cherry, Jackie Chi Kit Cheung, David Chiang, Christian Chiarcos, Kostadin Cholakov, Christos
Christodoulopoulos, Jennifer Chu-Carroll, Cindy Chung, Massimiliano Ciaramita, Philipp Cimi-
ano, Stephen Clark, Shay Cohen, Bonaventura Coppola, Marta R. Costa-jussà, Danilo Croce,
Heriberto Cuayahuitl, Walter Daelemans, Cristian Danescu-Niculescu-Mizil, Dipanjan Das, Brian
Davis, Munmun De Choudhury, Marie-Catherine de Marneffe, Gerard de Melo, Thierry Declerck,
Michael Deisher, Steve DeNeefe, John DeNero, Pascal Denis, Michael Denkowski, Leon Derczyn-


Prompt:
Leon Derczyn-
ski, Marilena di Bari, Barbara Di Eugenio, Alberto Diaz, Michelangelo Diligenti, Markus Dreyer,
Gregory Druck, Jinhua Du, Xiangyu Duan, Kevin Duh, Ewan Dunbar, Nadir Durrani, Marc
Dymetman, Judith Eckle-Kohler, Koji Eguchi, Vladimir Eidelman, Andreas Eisele, David Elson,
Angela Fahrni, James Fan, Richárd Farkas, Manaal Faruqui, Miriam Fernandez, Raquel Fernan-
dez, Oliver Ferschke, João Filgueiras, Mark Fishel, Jeffrey Flanigan, Radu Florian, Mikel For-
cada, Karën Fort, Eric Fosler-Lussier, Victoria Fossum, Jennifer Foster, Gil Francopoulo, Stefan
L. Frank, Stella Frank, Francesca Frontini, Alona Fyshe, Michel Galley, Juri Ganitkevitch, Wenx-
uan Gao, Claire Gardent, Dan Garrette, Guillermo Garrido, Albert Gatt, Georgi Georgiev, Andrea
Gesmundo, Arnab Ghoshal, George Giannakopoulos, Daniel Gildea, Kevin Gimpel, Jonathan
Ginzburg, Yoav Goldberg, Julio Gonzalo, Spence Green, Edward Grefenstette, Camille Guin-


Prompt:
Camille Guin-
audeau, Sonal Gupta, Francisco Guzman, Nizar Habash, Barry Haddow, John Hale, David Hall,
Keith Hall, Greg Hanneman, Sanda Harabagiu, Christian Hardmeier, Matthias Hartung, mohammed
hasanuzzaman, Katsuhiko Hayashi, Zhongjun He, Michael Heilman, James Henderson, John Hen-
derson, Aurélie Herbelot, Ulf Hermjakob, Raquel Hervas, Graeme Hirst, Hieu Hoang, Johannes
Hoffart, Mark Hopkins, Veronique Hoste, Fei Huang, Xiaojiang Huang, Xuanjing Huang, Rebecca
Hwa, Nancy Ide, Gonzalo Iglesias, Diana Inkpen, Ann Irvine, Jagadeesh Jagarlamudi, Srinivasan
viii

Janarthanam, Lifeng Jia, Richard Johansson, Doug Jones, Laura Kallmeyer, Jaap Kamps, Evange-
los Kanoulas, Damianos Karakos, Graham Katz, Simon Keizer, Frank Keller, Shahram Khadivi,
Adam Kilgarriff, Jin-Dong Kim, Seungyeon Kim, Katrin Kirchhoff, Philipp Koehn, Alexander
Koller, Terry Koo, Anna Korhonen, Zornitsa Kozareva, Emiel Krahmer, Marco Kuhlmann, Roland


Prompt:
Marco Kuhlmann, Roland
Kuhn, Shankar Kumar, Jonathan Kummerfeld, Patrik Lambert, Phillippe Langlais, Guy Lapalme,
Egoitz Laparra, Mirella Lapata, Staffan Larsson, Thomas Lavergne, Alon Lavie, Florian Laws,
Lillian Lee, Junhui Li, lishuang li, Zhenghua Li, Maria Liakata, Chu-Cheng Lin, Krister Linden,
Xiao Ling, Bing Liu, Jing Liu, Qun Liu, Yang Liu, Karen Livescu, Peter Ljunglöf, Elena Lloret,
Adam Lopez, Annie Louis, Wei Lu, Yanjun Ma, Ji Ma, Klaus Macherey, Wolfgang Macherey,
Bernardo Magnini, Inderjeet Mani, Chris Manning, Daniel Marcu, José B. Mariño, André F. T.
Martins, Yuval Marton, Rebecca Mason, Yuji Matsumoto, Takuya Matsuzaki, Cettolo Mauro,
Arne Mauser, Chandler May, Diana McCarthy, Ryan McDonald, Bob McMurray, Yashar Mehdad,
Edgar Meij, Arul Menezes, Florian Metze, Christian M. Meyer, Jeffrey Micher, Bonan Min, Mar-
garet Mitchell, Behrang Mohit, Karo Moilanen, Monica Monachini, Christof Monz, Raymond


Prompt:
Christof Monz, Raymond
Mooney, Andrea Moro, Alessandro Moschitti, Thomas Mueller, Smaranda Muresan, Brian Mur-
phy, Seung-Hoon Na, Tetsuji Nakagawa, Toshiaki Nakazawa, Preslav Nakov, Ramesh Nallapati,
Vivi Nastase, Tetsuya Nasukawa, Roberto Navigli, Mark-Jan Nederhof, Sapna Negi, Matteo Negri,
Ani Nenkova, Graham Neubig, Vincent Ng, Jian-Yun Nie, Jan Niehues, Joakim Nivre, Brendan
O’Connor, Stephan Oepen, Kemal Oﬂazer, Naoaki Okazaki, Gozde Ozbal, Sebastian Padó, Martha
Palmer, Patrick Pantel, Cecile Paris, Christopher Parisien, Rebecca J. Passonneau, Alexandre Pas-
sos, Siddharth Patwardhan, Michael Paul, Michael J. Paul, Adam Pauls, Sasa Petrovic, Daniele
Pighin, Andrei Popescu-Belis, Maja Popovi´c, Fred Popowich, Matt Post, Sameer Pradhan, John
Prager, Stephen Pulman, Matthew Purver, Sampo Pyysalo, Behrang Qasemizadeh, Ariadna Quat-
toni, Chris Quirk, Altaf Rahman, Owen Rambow, Ari Rappoport, Sujith Ravi, Alexis Raykhel,


Prompt:
Alexis Raykhel,
Michaela Regneri, Roi Reichart, Ehud Reiter, Jason Riesa, German Rigau, Alan Ritter, Stephen
Roller, Laurent Romary, Carolyn Rose, Michael Roth, Dana Rubinstein, Rachel Rudinger, Vasile
Rus, Alexander M. Rush, Graham Russell, Delia Rusu, Kenji Sagae, Horacio Saggion, Kazi Saidul
Hasan, Hassan Sajjad, Mark Sammons, Baskaran Sankaran, Felix Sasaki, Giorgio Satta, Hassan
Sawaf, David Schlangen, Nathan Schneider, Björn Schuller, Sabine Schulte im Walde, Yohei Seki,
Hendra Setiawan, Aliaksei Severyn, Serge Sharoff, Libin Shen, Shuming Shi, Hiroyuki Shindo,
Ekaterina Shutova, Advaith Siddharthan, Carina Silberer, Mario J. Silva, Khalil Sima’an, Michel
Simard, Kiril Simov, Serra Sinem Tekiroglu, Sameer Singh, Olivier Siohan, Gabriel Skantze,
Nathaniel Smith, Stephen Soderland, Anders Søgaard, Thamar Solorio, Hagen Soltau, Swapna
Somasundaran, Lucia Specia, Valentin Spitkovsky, Caroline Sporleder, Edward Stabler, Mark


Prompt:
Edward Stabler, Mark
Steedman, Josef Steinberger, Georg Stemmer, Amanda Stent, Mark Stevenson, Matthew Stone,
Veselin Stoyanov, Carlo Strapparava, Michael Strube, Sara Stymne, Keh-Yih Su, Katsuhito Sudoh,
Weiwei Sun, Mihai Surdeanu, Jun Suzuki, Mary Swift, Stan Szpakowicz, Whitney Tabor, Partha
Pratim Talukdar, Joel Tetreault, Simone Teufel, Stefan Thater, Mariët Theune, Blaise Thomson,
Jörg Tiedemann, Christoph Tillmann, Kristina Toutanova, David Traum, Ming-Feng Tsai, Richard
Tzong-Han Tsai, Ioannis Tsochantaridis, Yulia Tsvetkov, Dan Tuﬁ¸s, Masao Utiyama, Tim Van
de Cruys, Antal van den Bosch, Benjamin Van Durme, Josef van Genabith, Paola Velardi, David
Vilar, Andreas Vlachos, Stephan Vogel, Clare Voss, Stephen Wan, Haifeng Wang, Kai Wang, ling
wang, Wen Wang, Pidong Wang, Yu-Chun Wang, Taro Watanabe, Bonnie Webber, Jason Williams,
Philip Williams, Colin Wilson, Travis Wolfe, Dekai Wu, Sander Wubben, Fei Xia, Deyi Xiong,


Prompt:
Fei Xia, Deyi Xiong,
Deyi Xiong, Peng Xu, Bishan Yang, Hui Yang, Muyun Yang, tae yano, Limin Yao, Dani Yo-
gatama, François Yvon, Beñat Zapirain, Richard Zens, Torsten Zesch, Luke Zettlemoyer, Feifei
Zhai, Hui Zhang, Joy Ying Zhang, Lei Zhang, Min Zhang, Yi Zhang, Yue Zhang, Meng Zhang,
Liu Zhanyi, Shiqi Zhao, Tiejun Zhao, Xin Zhao, Xin Zhao, Muhua Zhu, Chengqing Zong


Prompt:
Fei Xia, Deyi Xiong,
Deyi Xiong, Peng Xu, Bishan Yang, Hui Yang, Muyun Yang, tae yano, Limin Yao, Dani Yo-
gatama, François Yvon, Beñat Zapirain, Richard Zens, Torsten Zesch, Luke Zettlemoyer, Feifei
Zhai, Hui Zhang, Joy Ying Zhang, Lei Zhang, Min Zhang, Yi Zhang, Yue Zhang, Meng Zhang,
Liu Zhanyi, Shiqi Zhao, Tiejun Zhao, Xin Zhao, Xin Zhao, Muhua Zhu, Chengqing Zong
ix


Prompt:
Organisers
General Chair:
Mirella Lapata, University of Edinburgh
Program Chairs:
Phil Blunsom , University of Oxford
Alexander Koller, University of Saarbrücken
Local Organising Committee:
Paolo Rosso (Chair), PRHLT, Universitat Politécnica deValència
Francisco Casacuberta (Co-chair), PRHLT, Universitat
Politécnica de València
Jon Ander Gómez (Co-chair), PRHLT, Politécnica de València
Publication Chairs:
Maria Liakata, University of Warwick
Chris Biemann, University of Hamburg
Workshop Chairs:
Laura Rimell, University of Cambridge
Richard Johansson, University of Gothenberg
Tutorial Chairs:
Alex Klementiev, Amazon Berlin
Lucia Specia, University of Shefﬁeld
Demo Chairs:
Anselmo Peñas, UNED, Madrid
André Martins, Unbabel Lda, Portugal
Student Research Workshop Chairs:
John J. Camilleri, University of Gothenburg
Mariona Coll Ardanuy, University of Göttingen
Uxoa Iñurrieta, University of the Basque Country
Florian Kunneman, Radboud University
Student Research Workshop Faculty Advisor:


Prompt:
Advisor:
Barbara Plank, University of Groningen
Sponsorship Chairs:
Chris Biemann, University of Hamburg
Suzan Verberne, Leiden Institute of Advanced Computer Science
vii

Publicity Chair:
David Weir, University of Sussex
Conference Handbook Chair:
Andreas Vlachos, University of Shefﬁeld
Area Chairs:
Enrique Alfonseca, Nicholas Asher, Jason Baldridge, Alexandra Birch, Stephen Clark, Shay B.
Cohen, Marcello Federico, Stefan L. Frank, Yoav Goldberg, Emiel Krahmer, Tom Kwiatkowski,
Marie-Francine Moens, Malvina Nissim, Stephan Oepen, Miles Osborne, Rebecca J. Passon-
neau, Sebastian Riedel, Marcus Rohrbach, Andrew Rosenberg, Tatjana Schefﬂer, Hinrich Schütze,
Gabriel Skantze, Mark Stevenson, Stephanie Strassel, Andreas Vlachos, Feiyu Xu, François Yvon
Reviewers:
Stergos Afantenos, Željko Agi´c, Alan Akbik, Nikolaos Aletras, Jan Alexandersson, Afra Al-
ishahi, Tamer Alkhouli, Miltiadis Allamanis, Alexandre Allauzen, Carlos Alzate, Hadi Amiri,


Prompt:
Carlos Alzate, Hadi Amiri,
Waleed Ammar, Nicholas Andrews, Ion Androutsopoulos, Yoav Artzi, Isabelle Augenstein, Har-
ald Baayen, Dzmitry Bahdanau, JinYeong Bak, Alexandra Balahur, Timothy Baldwin, Borja Balle,
Miguel Ballesteros, David Bamman, Mohit Bansal, Daniel Bauer, Timo Baumann, Beata Beigman
Klebanov, Núria Bel, Islam Beltagy, Anja Belz, Emily M. Bender, Andrew Bennett, Adrian Ben-
ton, Anton Benz, Jonathan Berant, Christina Bergmann, Laurent Besacier, Archna Bhatia, Yonatan
Bisk, Johannes Bjerva, Frédéric Blain, Roi Blanco, Eduardo Blanco, Nate Blaylock, Nikolay Bo-
goychev, Bernd Bohnet, Gemma Boleda, Danushka Bollegala, Claire Bonial, Kalina Bontcheva,
Johan Bos, Matko Bosnjak, Johan Boye, Chris Brew, Julian Brooke, Harm Brouwer, Elia Bruni,
Christian Buck, Paul Buitelaar, José G. C. de Souza, Elena Cabrio, Deng Cai, Nicoletta Calzo-
lari, Nick Campbell, Fabienne Cap, Xavier Carreras, Francisco Casacuberta, Daniel Cer, Mauro


Prompt:
Daniel Cer, Mauro
Cettolo, Nathanael Chambers, Kai-Wei Chang, Angel Chang, Rajen Chatterjee, Wanxiang Che,
Danqi Chen, Yun-Nung Chen, Chen Chen, Boxing Chen, Hsin-Hsi Chen, Colin Cherry, Jackie
Chi Kit Cheung, David Chiang, Christian Chiarcos, Do Kook Choe, Eunsol Choi, Monojit Choud-
hury, Christos Christodoulopoulos, Grzegorz Chrupała, Jennifer Chu-Carroll,Tagyoung Chung,
Stephane Clinchant, Trevor Cohn, Nigel Collier, Michael Collins, John Conroy, Bonaventura Cop-
pola, Ryan Cotterell, Danilo Croce, Heriberto Cuayahuitl, Walter Daelemans, Marina Danilevsky,
Pradipto Das, Adrià de Gispert, Daniël de Kok, Gerard de Melo, Thierry Declerck, Marco Del
Tredici, Estelle Delpech, Vera Demberg, Thomas Demeester, Pascal Denis, Michael Denkowski,
Tejaswini Deoskar, Leon Derczynski, Nina Dethlefs, Ann Devitt, Giuseppe Di Fabbrizio, Mona
Diab, Georgiana Dinu, Simon Dobnik, A. Seza Do˘gruöz, Markus Dreyer, Lan Du, Jason Dun-


Prompt:
Lan Du, Jason Dun-
can, Jesse Dunietz, Nadir Durrani, Jens Edlund, Koji Eguchi, Kathrin Eichler, Vladimir Eidelman,
Michael Elhadad, Desmond Elliott, Micha Elsner, Ramy Eskander, Allyson Ettinger, Federico
Fancellu, M. Amin Farajian, Geli Fei, Anna Feldman, Yansong Feng, Raquel Fernandez, Olivier
Ferret, Katja Filippova, Andrew Finch, Nicholas FitzGerald, Antske Fokkens, José A. R. Fonol-
losa, Mikel Forcada, Martin Forst, George Foster, Jennifer Foster, Stella Frank, Anette Frank,
Michael Franke, Dayne Freitag, Daniel Fried, Annemarie Friedrich, Hagen Fuerstenau, Alona
Fyshe, Michel Galley, Michael Gamon, Kuzman Ganchev, Miguel A. García-Cumbreras, Claire
Gardent, Matt Gardner, Milica Gasic, Albert Gatt, Eric Gaussier, Kallirroi Georgila, Kripabandhu
Ghosh, Dafydd Gibbon, Daniel Gildea, Kevin Gimpel, Filip Ginter, Jonathan Ginzburg, Roxana
Girju, Dimitra Gkatzia, Goran Glavaš, Yoav Goldberg, Dan Goldwasser, Juan Carlos Gomez,


Prompt:
Juan Carlos Gomez,
Kyle Gorman, Parantapa Goswami, Amit Goyal, Joao Graca, Yvette Graham, Mark Granroth-
viii

Wilding, Ralph Grishman, Liane Guillou, Weiwei Guo, Joakim Gustafson, Nizar Habash, Ben
Hachey, Barry Haddow, Gholamreza Haffari, Masato Hagiwara, Udo Hahn, Dilek Hakkani-Tur,
John Hale, Bo Han, Sanda Harabagiu, Kazuma Hashimoto, Helen Hastie, Claudia Hauff, Daqing
He, Yifan He, Luheng He, Kenneth Heaﬁeld, Sebastian Hellmann, Oliver Hellwig, Matthew Hen-
derson, James Henderson, Lisa Anne Hendricks, Leonhard Hennig, Aurélie Herbelot, Jack Hessel,
Dirk Hovy, Christine Howes, Ruihong Huang, Fei Huang, Matthias Huck, Mans Hulden, Muham-
mad Humayoun, Jena D. Hwang, Nancy Ide, Iustina Ilisei, Kentaro Inui, Hitoshi Isahara, Mo-
hit Iyyer, Shahab Jalalvand, Srinivasan Janarthanam, Yacine Jernite, Yangfeng Ji, Wenbin Jiang,
Richard Johansson, Kenneth Joseph, Patrick Juola, Dan Jurafsky, Gerhard Jäger, Nobuhiro Kaji,


Prompt:
Nobuhiro Kaji,
Jaap Kamps, Katharina Kann, Simon Keizer, Frank Keller, Casey Kennington, Douwe Kiela,
Yubin Kim, Svetlana Kiritchenko, Julia Kiseleva, Dietrich Klakow, Manfred Klenner, Alistair
Knott, Philipp Koehn, Rik Koncel-Kedziorski, Grzegorz Kondrak, Ioannis Konstas, Stefan Kopp,
Moshe Koppel, Selcuk Kopru, Parisa Kordjamshidi, Valia Kordoni, Bhushan Kotnis, Mikhail
Kozhevnikov, Sebastian Krause, Jayant Krishnamurthy, Canasai Kruengkrai, Lun-Wei Ku, Marco
Kuhlmann, Roland Kuhn, Jonathan K. Kummerfeld, Polina Kuznetsova, Vasileios Lampos, Gerasi-
mos Lampouras, Shalom Lappin, Birger Larsen, Staffan Larsson, Jey Han Lau, Alon Lavie, An-
geliki Lazaridou, Joseph Le Roux, Moontae Lee, Sungjin Lee, Kenton Lee, Els Lefever, Alessan-
dro Lenci, Gregor Leusch, Roger Levy, Mike Lewis, Chen Li, Junyi Jessy Li, Fangtao Li, Qi
Li, Yunyao Li, Jing Li, Xiao Ling, Tal Linzen, Christina Lioma, Pierre Lison, Fei Liu, Kang


Prompt:
Pierre Lison, Fei Liu, Kang
Liu, Yang Liu, Shujie Liu, Jing Liu, Qun Liu, Varvara Logacheva, Aurelio Lopez-Lopez, Bin
Lu, Wei Lu, Andy Luecking, Michal Lukasik, Zhunchen Luo, Minh-Thang Luong, Pranava Swa-
roop Madhyastha, Walid Magdy, Mateusz Malinowski, Shervin Malmasi, Gideon Mann, Diego
Marcheggiani, Daniel Marcu, Scott Martin, Patricio Martinez-Barco, Héctor Martínez Alonso,
Prashant Mathur, Takuya Matsuzaki, Austin Matthews, Evgeny Matusov, Arne Mauser, Diana
McCarthy, David McClosky, Ryan McDonald, Florian Metze, Adam Meyers, Haitao Mi, Timothy
Miller, Tristan Miller, Seyed Abolghasem Mirroshandel, Teruko Mitamura, Daichi Mochihashi,
Saif Mohammad, Karo Moilanen, Manuel Montes, Taesun Moon, Roser Morante, Mathieu Morey,
Alessandro Moschitti, Philippe Muller, Maria Nadejde, Masaaki Nagata, Preslav Nakov, Court-
ney Napoles, Jason Naradowsky, Shashi Narayan, Tahira Naseem, Alexis Nasr, Borja Navarro,


Prompt:
Alexis Nasr, Borja Navarro,
Roberto Navigli, Matteo Negri, Yael Netzer, Graham Neubig, Guenter Neumann, Mariana Neves,
Hwee Tou Ng, Vincent Ng, Dong Nguyen, Vlad Niculae, Joakim Nivre, Pierre Nugues, Bren-
dan O’Connor, Timothy O’Donnell, Kemal Oﬂazer, Jong-Hoon Oh, Alice Oh, Naoaki Okazaki,
Tsuyoshi Okita, Constantin Orasan, Katja Ovchinnikova, Ulrike Pado, Muntsa Padró, Sebastian
Padó, Alexis Palmer, Sinno Jialin Pan, Denis Paperno, Antonio Pareja Lora, Devi Parikh, Sid-
dharth Patwardhan, Michael J. Paul, Ellie Pavlick, Bolette Pedersen, Hao Peng, Gerald Penn,
Maciej Piasecki, Daniele Pighin, Mohammad Taher Pilehvar, Manfred Pinkal, Yuval Pinter, Emily
Pitler, Paul Piwek, Barbara Plank, Massimo Poesio, Simone Paolo Ponzetto, Andrei Popescu-
Belis, Maja Popovi ´ c, François Portet, Alexandros Potamianos, Martin Potthast, Christopher Potts,
Forough Poursabzi-Sangdeh, Daniel Preo¸tiuc-Pietro, Stephen Pulman, Matthew Purver, James


Prompt:
Matthew Purver, James
Pustejovsky, Xipeng Qiu, Guang Qiu, Afshin Rahimi, Altaf Rahman, Anita Ramm, Delip Rao,
Ari Rappoport, Kyle Rawlins, Siva Reddy, Sravana Reddy, Ines Rehbein, Marek Rei, Roi Re-
ichart, Ehud Reiter, David Reitter, Steffen Remus, Zhaochun Ren, Martin Riedl, Verena Rieser,
Stefan Riezler, German Rigau, Brian Roark, Tim Rocktäschel, Horacio Rodriguez, Roland Roller,
Stephen Roller, Carolyn Rose, Sara Rosenthal, Michael Roth, Sascha Rothe, Johann Roturier,
Victoria Rubin, Markus Saers, Horacio Saggion, Benoît Sagot, Patrick Saint-Dizier, Hassan Saj-
jad, Avneesh Saluja, Rajhans Samdani, Mark Sammons, Anoop Sarkar, Felix Sasaki, Ryohei
Sasano, Asad Sayeed, Carolina Scarton, David Schlangen, Natalie Schluter, Julian Schlöder, Hel-
mut Schmid, Alexandra Schoﬁeld, William Schuler, Sabine Schulte im Walde, Roy Schwartz, H.
Andrew Schwartz, Djamé Seddah, Frederique Segond, Satoshi Sekine, Rico Sennrich, Aliaksei


Prompt:
Rico Sennrich, Aliaksei
Severyn, Kashif Shah, Serge Sharoff, Xiaodong Shi, Avirup Sil, Mario J. Silva, Khalil Sima’an,
Kiril Simov, Sameer Singh, Kevin Small, Yan Song, Linfeng Song, Radu Soricut, Lucia Spe-
ix

cia, Caroline Sporleder, Vivek Srikumar, Gabriel Stanovsky, Mark Steedman, Benno Stein, Pon-
tus Stenetorp, Amanda Stent, Matthew Stone, Veselin Stoyanov, Karl Stratos, Kristina Striegnitz,
Katsuhito Sudoh, Fei Sun, Weiwei Sun, Swabha Swayamdipta, Stan Szpakowicz, Felipe Sánchez-
Martínez, Anders Søgaard, Hiroya Takamura, David Talbot, Partha Talukdar, Aleš Tamchyna, Jian
Tang, Jiliang Tang, Makarand Tapaswi, Irina Temnikova, Joel Tetreault, Kapil Thadani, Mariët
Theune, Jörg Tiedemann, Ivan Titov, Takenobu Tokunaga, Sara Tonelli, Fatemeh Torabi Asr, Ken-
taro Torisawa, Jennifer Tracey, Isabel Trancoso, Richard Tzong-Han Tsai, Reut Tsarfaty, Oren
Tsur, Yoshimasa Tsuruoka, Marco Turchi, Oscar Täckström, Raghavendra Udupa, L. Alfonso


Prompt:
L. Alfonso
Urena Lopez, Nicolas Usunier, Masao Utiyama, Benjamin Van Durme, Gertjan van Noord, Marten
van Schijndel, Eva Maria Vecchi, Alakananda Vempala, Antoine Venant, Subhashini Venugopalan,
Noortje Venuizen, Suzan Verberne, Yannick Versley, Laure Vieu, David Vilar, Rob Voigt, Martin
Volk, Svitlana Volkova, Piek Vossen, Ivan Vuli´c, Ekaterina Vylomova, Marilyn Walker, Byron
C. Wallace, Matthew Walter, Stephen Wan, Xiaojun Wan, Hsin-Min Wang, Wen Wang, Nigel
Ward, Taro Watanabe, Andy Way, Bonnie Webber, Ingmar Weber, Julie Weeds, Albert Weichsel-
braun, Marion Weller-Di Marco, Dominikus Wetzel, Michael White, Michael Wiegand, Jason D.
Williams, Shuly Wintner, Guillaume Wisniewski, Silke Witt-Ehsani, Kam-Fai Wong, Ji Wu, Hua
Wu, Stephen Wu, Dekai Wu, Sander Wubben, Chunyang Xiao, Chenyan Xiong, Ruifeng Xu, Diyi
Yang, Grace Hui Yang, Weiwei Yang, Yi Yang, Roman Yangarber, Mark Yatskar, Wenpeng Yin,


Prompt:
Mark Yatskar, Wenpeng Yin,
Naoki Yoshinaga, Steve Young, Kai Yu, Annie Zaenen, Wajdi Zaghouani, Fabio Massimo Zan-
zotto, Alessandra Zarcone, Sina Zarrieß, Torsten Zesch, Luke Zettlemoyer, Deniz Zeyrek, Congle
Zhang, Yue Zhang, Qi Zhang, Lei Zhang, Bing Zhao, Hai Zhao, Tiejun Zhao, Xiaodan Zhu, Heike
Zinsmeister, Willem Zuidema, Özlem Çetino˘glu, Diarmuid Ó Séaghdha, Lilja Øvrelid, Jan Šnajder
Invited Speakers:
David Blei, Columbia University
Devi Parikh, Virginia Tech
Hinrich Schütze, LMU Munich


Prompt:
Mark Yatskar, Wenpeng Yin,
Naoki Yoshinaga, Steve Young, Kai Yu, Annie Zaenen, Wajdi Zaghouani, Fabio Massimo Zan-
zotto, Alessandra Zarcone, Sina Zarrieß, Torsten Zesch, Luke Zettlemoyer, Deniz Zeyrek, Congle
Zhang, Yue Zhang, Qi Zhang, Lei Zhang, Bing Zhao, Hai Zhao, Tiejun Zhao, Xiaodan Zhu, Heike
Zinsmeister, Willem Zuidema, Özlem Çetino˘glu, Diarmuid Ó Séaghdha, Lilja Øvrelid, Jan Šnajder
Invited Speakers:
David Blei, Columbia University
Devi Parikh, Virginia Tech
Hinrich Schütze, LMU Munich
x


Prompt:
Organizing Committee
General Chair:
Paola Merlo, University of Geneva
Program Chairs:
Jorg Tiedemann, University of Helsinki
Reut Tsarfaty, Bar Ilan University
Tutorial Chairs:
Isabelle Augenstein, University of Copenhagen
Ivan Habernal, Technische Universitaet Darmstadt
Workshop Chairs:
Jonathan Berant, Tel-Aviv University
Angeliki Lazaridou, DeepMind
Publication Chairs:
Valerio Basile, University of Turin
Tommaso Caselli, University of Groningen
Student Research Workshop Chairs:
Ionut-Teodor Sorodoc, Pompeu Fabra University
Madhumita Sushil, University of Antwerp
Ece Takmaz, University of Amsterdam
Faculty Advisor to the Student Research Workshop:
Eneko Agirre, University of the Basque Country
Demonstration Chairs:
Dimitra Gkatzia, Edinburgh Napier University
Djamé Seddah, University Paris la Sorbonne
Diversity & Inclusion (D&I) Chair:
Aline Villavicencio, University of Shefﬁeld and Federal University of Rio Grande do Sul
Publicity Chair:
Julie Weeds, University of Sussex


Prompt:
University of Sussex
Virtual Infrastructure Committee:
Amirhossein Kazemnejad, Mila
Bruno Guillaume, LORIA, Inria NGE
Carolina Scarton, University of Shefﬁeld
Cyril Weerasooriya, Rochester Institute of Technology
Gisela Vallejo, Independent researcher
Jan-Christoph Klie, UKP Lab, Technical University of Darmstadt
Oles Dobosevych, Ukrainian Catholic University
ix

Viktoria Kolomiets, Grammarly
Local Chairs:
Viktoria Kolomiets, Grammarly
Dmytro Lider, Grammarly
Iryna Kotkalova, Grammarly
Oleksii Molchanovskyi, Ukrainian Catholic University
Oles Dobosevych, Ukrainian Catholic University
x

Program Committee
Program Chairs:
Jorg Tiedemann, University of Helsinki
Reut Tsarfaty, Bar Ilan University
Senior Area Chairs and Area Chairs:
Senior area chairs are in bold.
Computational Social Science and Social Media
Oren Tsur , Dirk Hovy, Sara Rosenthal, Dan Goldwasser, Brendan O’Connor, Svitlana
Volkova, Djame Seddah
Discourse and Pragmatics


Prompt:
Discourse and Pragmatics
Bonnie Webber , Shaﬁq Joty, Yufang Hou, Sharid Loaiciga, Mohsen Mesgar
Dialogue and Interactive Systems
Matthew Purver , Verena Rieser , Layla El Asri, Casey Kennington, Pierre Lison, Luciana
Benotti, Stefan Ultes, Ravi Shekhar, Malihe Alikhani, Svetlana Stoyanchev, Julian Hough,
Arash Eshghi, Paweł Budzianowski, Christine Howes, Jason Williams, Nikola Mrkši´c
Document analysis, Text Categorization and Topic Models
Udo Kruschwitz , Jochen Leidner, Andrew Yates, Anders Søgaard, Mark Stevenson, Iris
Hendrickx, Jeff Dalton, Tony Russell-Rose
Generation and Summarization
Anya Belz , Annie Louis , Claire Gardent, Sebastian Gehrmann, Xiaojun Wan, Shashi Narayan,
Manabu Okumura, Laura Perez-Beltrachini, Katja Markert, Angela Fan, Jackie Chi Kit Che-
ung, Fei Liu
Green and Sustainable NLP
Roy Schwartz , Emma Strubell , Jesse Dodge, Dallas Card, Angela Fan, Anna Rogers, Alek-
sandr Drozd
Information Retrieval, Search, Question Answering


Prompt:
Search, Question Answering
Maarten de Rijke , Mounia Lalmas , Suzan Verberne, Aleksandr Chuklin, Gabriella Pasi,
Julia Kiseleva, Julio Gonzalo, Azadeh Shakery, Theodora Tsikrika
Information Extraction and Text Mining
Antoine Doucet , Jing Jiang, Adam Jatowt, Jaap Kamps, Paolo Rosso, Efstathios Stamatatos,
Kang Liu, Cornelia Caragea
xi

Interpretability and Model Analysis in NLP
Arianna Bisazza , Aurelie Herbelot , Raffaella Bernardi, German Kruszewski, Dieuwke Hup-
kes, Alessandro Raganato, Lisa Beinborn
Language Resources and Evaluation
Barbara Plank , Vera Demberg , Asif Ekbal, Yvette Graham, Henning Wachsmuth, Ines
Rehbein, Alexis Palmer, Ondˇrej Dušek, Manfred Stede, Taylor Berg-Kirkpatrick
Language Grounding to Vision, Robots, and other
Marie Sien Moens , Iacer Calixto, Douwe Kiela, Jean Oh
Linguistic Theories, Cognitive modeling and Psycholinguistics
Afra Alishahi , Roger Levy, Emily Prud’hommeaux, Antske Fokkens, Cassandra Jacobs
Machine Learning in NLP


Prompt:
Machine Learning in NLP
Shay Cohen , Andre F. Martins , Matthias Galle, Andreas Vlachos, Karl Stratos, Xavier
Carreras, Lei Yu, Julia Kreutzer, Philip John Gorinski, Reza Haffari, Carolin Lawrence, Edwin
Simpson, Zita Marinho, Jasmijn Bastings
Machine translation
Martin Volk , Mark Fishel , Inguna Skadina, Marco Turchi, Dagmar Gromann, Andrei
Popescu-Belis, Alex Fraser, Marcello Federico, Maja Popovic, Antonio Toral, Thierry
Etchegoyhen
Multidisciplinary and COI
Marco Kuhlmann , Marco Guerini, Aurélie Névéol, Enrico Santus
Multilinguality
Roi Reichart , Omri Abend, Ivan Vuli´c , Sebastian Ruder, Goran Glavaš, Lea Frermann
NLP Applications for Crisis Managment and Emergency Situations
Robert Munro , Rada Mihalcea, Graham Neubig, Antonios Anastasopoulos, Ishan Jindal
Semantics: lexical
Sebastian Pado , Marianna Apidianaki , Gemma Boleda, Jose Camacho Collados, Em-
manuele Chersoni, Anne Cocos, Tim Van de Cruys, Katrin Erk, Manaal Faruqui, Alexander


Prompt:
Manaal Faruqui, Alexander
Panchenko, Lonneke van der Plas, Vered Shwartz
Semantics: sentence level and other areas
James Henderson , Mike Lewis, Wai Lam, Naﬁse Sadat Moosavi, Daniel Khashabi, Michael
xii

Roth, Adam Poliak, Swabha Swayamdipta
Sentiment Analysis and Argument Mining
Roman Klinger , Viviana Patti , Jeremy Barnes, Steffen Eger, Orphée De Clercq, Els Lefever,
Farah Benamara, Tamar Solorio Solorio, Serena Villata, Svetlana Kiritchenko, Torsten Zesch
Phonology, Morphology, and Word Segmentation
Ryan Cotterell , Adina Williams, Johannes Bjerva, Ekaterina Vylomova, Edoardo Ponti,
Christo Kirov
Speech
Mikko Kurrimo , Tanel Alumäe, Ebru Arisoy, Dhananjaya Gowda
Tagging, Chunking, Syntax, and Parsing
Joakim Nivre , Carlos Gómez , Miguel Ballesteros, Jonas Kuhn, Zeljko Agic, Jennifer Foster,
Yue Zhang, Kenji Sagae
Outstanding Members of the PC:
Outstanding Area Chairs
Jennifer Foster, Ebru Arisoy, Tanel Alumäe, Dhananjaya Gowda, Jeremy Barnes, Svetlana


Prompt:
Jeremy Barnes, Svetlana
Kiritchenko, Vered Shwartz, Katrin Erk, Omri Abend, Lea Frermann, Goran Glavaš, Ivan
Vuli´c, Sebastian Ruder, Aurélie Névéol, Alex Fraser, Marcello Federico, Antonio Toral, Maja
Popovic, Andrei Popescu-Belis, Dagmar Gromann, Marco Turchi, Carolin Lawrence, Julia
Kreutzer, Jazmijn Bastings, Andreas Vlachos, Edwin Simpson, Ondrej Dusek, "Cassandra L. "
Jacobs, Jing Jiang, Jaap Kamps, Adam Jatowt, Paolo Rosso, Kang Liu, Efstathios Stamatatos,
Aleksandr Chuklin, Gabriella Pasi, Suzan Verberne, Laure Soulier, Olivier Sprangers, Iacer
Calixto, Douwe Kiela, Jean Oh, Claire Gardent, Fei Liu, Sebastian Gehrmann, Angela Fan,
Katja Merkert, Anders Søgaard, Andrew Yates, Yufang Hou, Shaﬁq Joty, Sharid Loáiciga,
Mohsen Mesgar, Jason Williams, Luciana Benotti, Casey Kennington, Svetlana Stoyanchev,
Djame Seddah.
Outstanding Reviewers
James Barry, Aditya Bhargava, Mathieu Dehouck, Miryam de Lhoneux, Timothy Dozat,


Prompt:
Timothy Dozat,
Agnieszka Falenska, Nikita Kitaev, Giorgio Satta, David Vilares, Joachim Wagner, Johannes
Daxenberger, Christopher Hidey, Udo Hahn, Caroline Brun, Andrew Moore, Esther van
den Berg, Wenbo Wang, Mario Sänger, Lilja Øvrelid, Erik Velldal, Aditya Joshi, Chloé
Clavel, Cynthia Van Hee, Daniel Dahlmeier, Shachar Mirkin, Forrest Sheng Bao, Patrick
Paroubek, Gilles Jacobs, Thomas Haider, Anette Frank, Florian Mai, Yinfei Yang, Mathias
Creutz, Hiroki Ouchi, Esther Seyffarth, Francis Ferraro, Pengxiang Cheng, James H. Martin,
Ji-Ung Lee, Panupong Pasupat, Julian Michael, Aina Garí Soler, Delphine Bernhard, Eduard
Hovy, Shoaib Jameel, Ingrid Falk, Guy Emerson, Leonardo Zilio, Diarmuid Ó Séaghdha,
Enrico Santus, Olivier Ferret, Shiva Taslimipoor, Aditya Gupta, Daniil Sorokin, Pavankumar
Reddy Muddireddy, Ellie Pavlick, Carlos Ramisch, Thomas Kober, Tristan Miller, Timothy
Baldwin, Mikel Artetxe, Xilun Chen, Benjamin Heinzerling, Yova Kementchedjhieva, Shruti
xiii


Prompt:
Shruti
xiii

Rijhwani, Mareike Hartmann, Edoardo Maria Ponti, Shuyan Zhou, Shuly Wintner, Haim
Dubossarsky, Yulia Tsvetkov, Takashi Wada, Richart Sproat, Diana McCarthy, Telmo Pires,
David Reitter, Saranya Venkatraman, Mathias Müller, Rico Sennrich, Mirjam Sepesy Maucec,
Alberto Poncelas, Mattia A. Di Gangi, Raivis Skadin , š, Dusan Varis, Nikolay Bogoychev,
Maarit Koponen, Jean-Yves Antoine, Marcel Bollmann, Bruno Martins, Naoki Otani, Agata
Savary, Yves Scherrer, Miguel A. Alonso, Cristina Bosco, Tommaso Caselli, Joachim Wagner,
Johnny Wei, Dian Yu, Marcos Zampieri, Heike Zinkmeister, Joel Tetreault, Emma Manning,
Jakob Prange, Stefanie Dipper, Leila Arras, Matthijs Westera, John Hewitt, Sandro Pezzelle,
Allyson Ettinger, Guy Emerson, Ludovic Tanguy, Pia Sommerauer, Thomas McCoy, Yonatan
Belinkov, Noah Smith, Denis Emelin, Jindˇrich Libovický, Xiaochuang Han, Georgeta Bordea,
Emanuela Boros, Yung-Chun Chang, John Chen, Hsin-Hsi Chen, Jennifer D’Souza, Xiang


Prompt:
Jennifer D’Souza, Xiang
Dai, Herve Dejean, Luciano Del Corro, Gal Dias, Ismail El Maarouf, Ahmed El-Kishky, Rob
Koeling, Bhushan Kotnis, Gal Lejeune, Fei Li, Xiang Li, Xiao Liu, Yuanliang Meng, Lidia
Pivovarova, Julien Tourille, Guorui Zhou, Ozam Caglayan, Steven Bedrick, Soﬁa Serrano, Tim
Dettmers, Louis Martin, Chris Quirk, Zhihan Zhang, Zhihan Zhang, Nadjet Bouayad-Agha,
Deng Cai, Xutan Peng, Gerasimos Lampouras, Aman Madaan, Michael Elhadad, Ji Ma, Yao
Fu, Mark Cieliebak, Jiawei Zhou, Jack Hessel, Timothy Miller, Laure Thompson, Mijail
Kabadjov, Cyril Goutte, Luca Soldaini, Berﬁn Akta¸s, Chloé Braud, Debopam Das, Junyi Jessy
Li, Ana Marasovi´c, Tatjana Schefﬂer, Noriki Nishida, Thomas Brox Røst, David DeVault,
Kai Yu, Nurul Lubis, Sakriani Sakti, Shikib Mehri, Raghav Gupta, Andrea Kahn, Takenobu
Tokunaga, David Traum, Zdenˇek Kasner, Alborz Geramifard, Jan Alexandersson.


Prompt:
Jennifer D’Souza, Xiang
Dai, Herve Dejean, Luciano Del Corro, Gal Dias, Ismail El Maarouf, Ahmed El-Kishky, Rob
Koeling, Bhushan Kotnis, Gal Lejeune, Fei Li, Xiang Li, Xiao Liu, Yuanliang Meng, Lidia
Pivovarova, Julien Tourille, Guorui Zhou, Ozam Caglayan, Steven Bedrick, Soﬁa Serrano, Tim
Dettmers, Louis Martin, Chris Quirk, Zhihan Zhang, Zhihan Zhang, Nadjet Bouayad-Agha,
Deng Cai, Xutan Peng, Gerasimos Lampouras, Aman Madaan, Michael Elhadad, Ji Ma, Yao
Fu, Mark Cieliebak, Jiawei Zhou, Jack Hessel, Timothy Miller, Laure Thompson, Mijail
Kabadjov, Cyril Goutte, Luca Soldaini, Berﬁn Akta¸s, Chloé Braud, Debopam Das, Junyi Jessy
Li, Ana Marasovi´c, Tatjana Schefﬂer, Noriki Nishida, Thomas Brox Røst, David DeVault,
Kai Yu, Nurul Lubis, Sakriani Sakti, Shikib Mehri, Raghav Gupta, Andrea Kahn, Takenobu
Tokunaga, David Traum, Zdenˇek Kasner, Alborz Geramifard, Jan Alexandersson.
xiv


Prompt:
Organizing Committee
General Chair
Alessandro Moschitti, Amazon Alexa
Program Chairs
Isabelle Augenstein, University of Copenhagen
Andreas Vlachos, University of Cambridge
Publications Chairs
Ryan Cotterell, ETH Z¨urich
Carolina Scarton, University of Sheffield
Workshop Chairs
Zeerak Talat, Simon Fraser University
Antonio Toral, University of Groningen
Tutorials Chairs
Sameer Pradhan, University of Pennsylvania
Fabio Massimo Zanzotto, University of Rome, “Tor Vergata”
Demonstrations Chairs
Danilo Croce, University of Rome, “Tor Vergata”
Luca Soldaini, Allen Institute for AI
Publicity Chairs
Joel Tetreault, Dataminr
Leshem Choshen, IBM AI research; Hebrew University of Jerusalem
Laura Biester, University of Michigan
Website Chairs
Pepa Atanasova, University of Copenhagen
Julius Cheng, University of Cambridge
Sponsorship Director
Chris Callison-Burch, University of Pennsylvania
Diversity and Inclusion Chairs
Elena Cabrio, Université Côte d’Azur, Inria, CNRS, I3S
xii


Prompt:
Inria, CNRS, I3S
xii

Sara Tonelli, Fondazione Bruno Kessler
Verena Rieser, Heriot-Watt University
Spandana Gella, Amazon Alexa
Student Research Workshop Chairs
Matthias Lindemann, University of Edinburgh
Alban Petit, Université Paris-Saclay
Elisa Bassignana, IT University of Copenhagen
Student Research Workshop Faculty Advisors
Valerio Basile, University of Turin
Natalie Schluter, IT University of Copenhagen; Apple
Local Organising Committee
Marko Tadi´c, University of Zagreb
Kreˇsimir ˇSojat, University of Zagreb
Da ˇ sa Farka ˇ s, University of Zagreb
Ukraine Local Committee
Viktoria Kolomiets, Grammarly
Mariana Romanyshyn, Grammarly
Oleksii Molchanovskyi, Ukrainian Catholic University
Oles Dobosevych, Ukrainian Catholic University
xiii

Program Committee
Anaphora, Discourse and Pragmatics
Bonnie Webber, University of Edinburgh
Michael Strube, Heidelberg Institute for Theoretical Studies
Computational Social Science and Social Media
Maria Liakata, Queen Mary University of London


Prompt:
of London
Kalina Bontcheva, University of Sheffield
Conflicts of Interests
Joakim Nivre, Research Institutes of Sweden
Dialogue and Interactive Systems
Diarmuid Ó Séaghdha, Apple
Matthew Purver, Queen Mary University of London
Document analysis, Text Categorization and Topic Models
Nikolaos Aletras, University of Sheffield
Ekaterina Shutova, University of Amsterdam
Ethical and Sustainable NLP
Nafise Sadat Moosavi, Department of Computer Science, The University of Sheffield
Yonatan Belinkov, Technion
Ethics Review
Zeerak Talat, Simon Fraser University
Generation and Summarization
Ondrej Dusek, Charles University
Chenghua Lin, Department of Computer Science, University of Sheffield
Information Extraction
Roberto Navigli, Sapienza University of Rome
Mrinmaya Sachan, ETH Zurich
Information Retrieval and Search
Bruno Martins, IST and INESC-ID
Fabrizio Silvestri, Sapienza, University of Rome
xiv

Interpretability and Model Analysis
Dong Nguyen, Utrecht University


Prompt:
Utrecht University
Roi Reichart, Technion - Israel Institute of Technology
Language Grounding and Multi-Modality
Grzegorz Chrupa ł a, Tilburg University
Desmond Elliott, University of Copenhagen
Language Resources and Evaluation
Roman Klinger, University of Stuttgart
Omri Abend, The Hebrew University of Jerusalem
Linguistic Theories, Cognitive Modeling and Psycholinguistics
Barry Devereux, Queen’s University, Belfast
Natalie Schluter, IT University of Copenhagen
Machine Learning for NLP
James Henderson, Idiap Research Institute
Vlad Niculae, University of Amsterdam
Machine Translation
Wilker Aziz, University of Amsterdam
Rico Sennrich, University of Zurich
Multidisciplinary and other NLP Applications
Annie Priyadarshini Louis, Google Research UK
Yulan He, King’s College London
Multilinguality
Ivan Vuli ´ c, University of Cambridge
Alexander Fraser, Ludwig-Maximilians-Universit¨at M¨unchen
Phonology, Morphology, and Word Segmentation
Thierry Poibeau, LATTICE (CNRS and ENS/PSL)


Prompt:
LATTICE (CNRS and ENS/PSL)
Franc¸ois Yvon, ISIR CNRS and Sorbonne Université
Question Answering
Jonathan Berant, Tel Aviv University and AI2
Pontus Stenetorp, University College London
xv

Semantics: lexical
Chris Biemann, Universit¨at Hamburg
Mark Stevenson, University of Sheffield
Semantics: sentence level and other areas
Aliaksei Severyn, Google
Douwe Kiela, Hugging Face
Sentiment Analysis and Argument Mining
Veronique Hoste, LT3, Ghent University
Ivan Habernal, Technical University of Darmstadt
Tagging, Chunking, Syntax and Parsing
Marco Kuhlmann, Link¨oping University
Shay B. Cohen, University of Edinburgh
Area Chairs
Khalid Al Khatib, Malihe Alikhani, Mikel Artetxe, Akari Asai, Duygu Ataman, Niranjan Bala-
subramanian, Jeremy Barnes, Max Bartolo, Valerio Basile, Laurent Besacier, Iacer Calixto, Kris
Cao, Tanmoy Chakraborty, Bharathi Raja Chakravarthi, Guanyi Chen, Wenhu Chen, Eleanor Cho-


Prompt:
Wenhu Chen, Eleanor Cho-
droff, Caio Corro, C¸a ˘ grı C¸ ¨ oltekin, Orphee De Clercq, Miryam De Lhoneux, Tejaswini Deoskar,
Rotem Dror, Yanai Elazar, Arash Eshghi, Amir Feder, Yang Feng, Radu Florian, Anette Frank,
Markus Freitag, André Freitas, Annemarie Friedrich, Jie Fu, Wei Gao, Mor Geva, Dan Goldwas-
ser, Yulia Grishina, Lin Gui, Sara Hooker, Shujian Huang, Patrick Huber, Dieuwke Hupkes, Pe-
ter Jansen, Kristen Johnson, David Jurgens, Simon Keizer, Casey Kennington, Daniel Khashabi,
Tushar Khot, Germán Kruszewski, Lun-wei Ku, Matthieu Labeau, Gerasimos Lampouras, Mirella
Lapata, Gabriella Lapesa, Anne Lauscher, Piji Li, Bin Liang, Bang Liu, Craig Macdonald, Pranava
Madhyastha, Andrea Madotto, Saad Mahamood, Jonathan Mallinson, Zita Marinho, Eugenio Mar-
tínez Cámara, Florian Metze, Sabrina Mielke, Pushkar Mishra, Saif Mohammad, Preslav Nakov,
Shashi Narayan, Debora Nozza, Alexander Panchenko, Alexandros Papangelis, Nikolaos Pappas,


Prompt:
Nikolaos Pappas,
Panupong Pasupat, Gabriele Pergola, Jonas Pfeiffer, Yuval Pinter, Edoardo Maria Ponti, Christo-
pher Potts, Daniel Preotiuc-pietro, Emily Prud’hommeaux, Simon Razniewski, Siva Reddy, Sara
Rosenthal, Alla Rozovskaya, Keisuke Sakaguchi, Tanja Samardzic, Minjoon Seo, Ehsan Shareghi,
Ravi Shekhar, Carina Silberer, Miikka Silfverberg, Felix Stahlberg, Svetlana Stoyanchev, Saku Su-
gawara, Hiroya Takamura, Niket Tandon, Sara Tonelli, Nicola Tonellotto, Lonneke Van Der Plas,
David Vandyke, David Vilares, Elena Voita, Svitlana Volkova, Shuai Wang, Derry Tanti Wijaya,
Adina Williams, Wei Wu, Fei Xia, Deyi Xiong, Ikuya Yamada, Marcos Zampieri, Sina Zarrie ß ,
Chrysoula Zerva, Arkaitz Zubiaga
Reviewers
Sadaf Abdul Rauf, Muhammad Abdul-mageed, Ibrahim Abu Farha, Lasha Abzianidze, Angus
Addlesee, David Adelani, Stergos Afantenos, Severine Affeldt, Rodrigo Agerri, Piush Aggarwal,
ˇZeljko Agi´c, Ameeta Agrawal, Roee Aharoni, Wasi Uddin Ahmad, Sina Ahmadi, Natalie Ahn, Xi


Prompt:
Natalie Ahn, Xi
Ai, Laura Aina, Akiko Aizawa, Md. Shad Akhtar, Hend Al-khalifa, Rami Al-rfou, Ahmed Ala-
jrami, David Alfter, Bashar Alhafni, Hamed Alhoori, Hafsa Ali, Afra Alishahi, Miguel A. Alon-
xvi

so, Sultan Alrowili, Bharat Ram Ambati, Silvio Amir, Samuel Amouyal, Reinald Kim Amplayo,
Jisun An, Vishal Anand, Raviteja Anantha, Antonios Anastasopoulos, Tim Anderson, Melanie
Andresen, Anelia Angelova, Alan Ansell, Francesco Antici, Diego Antognini, Maria Antoniak,
Dimosthenis Antypas, Reut Apel, Emilia Apostolova, Jun Araki, Oscar Araque, Arturo Argueta,
Akhil Arora, Ekaterina Artemova, Elliott Ash, Md.sadek Hossain Asif, Arian Askari, Zhenisbek
Assylbekov, Aitziber Atutxa Salazar, Eleftherios Avramidis, Cem Rifki Aydin, Mahmoud Azab
Bharathi B, Jinheon Baek, Selene Baez Santamaria, Parsa Bagherzadeh, Vikas Bahirwani, Fan
Bai, Jinyeong Bak, Timothy Baldwin, Miguel Ballesteros, Forrest Sheng Bao, Edoardo Barba,


Prompt:
Edoardo Barba,
Francesco Barbieri, Ander Barrena, Pierpaolo Basile, Roberto Basili, Ali Basirat, Riza Batista-
navarro, Timo Baumann, Rachel Bawden, Christos Baziotis, Ian Beaver, Nadia Bebeshina, Fre-
deric Bechet, Tilman Beck, Beata Beigman Klebanov, Tadesse Destaw Belay, Meriem Beloucif,
Farah Benamara, Luca Benedetto, Joshua Bensemann, Gábor Berend, Thales Bertaglia, Michele
Bevilacqua, Rasika Bhalerao, Rohan Bhambhoria, Rishabh Bhardwaj, Sumit Bhatia, Arnab Bhat-
tacharya, Rajarshi Bhowmik, Zhen Bi, Iman Munire Bilal, Alexandra Birch, Debmalya Biswas,
Eduardo Blanco, Nate Blaylock, Su Lin Blodgett, Jelke Bloem, William Boag, Ben Bogin, Fran-
cis Bond, Georgeta Bordea, Logan Born, Emanuela Boros, Elizabeth Boschee, Cristina Bosco,
Zied Bouraoui, Tom Bourgeade, Laurestine Bradford, Stephanie Brandl, Ana Brassard, Jonathan
Brophy, Caroline Brun, Christian Buck, Sven Buechel, Paul Buitelaar, Razvan Bunescu, Laurie
Burchell, Miriam Butt, Jan Buys, Lisa Bylinina, Bill Byrne


Prompt:
Lisa Bylinina, Bill Byrne
Laura Cabello Piqueras, Elena Cabrio, Samuel Cahyawijaya, Agostina Calabrese, Nitay Calderon,
Eduardo Calò, Jose Camacho-collados, Ricardo Campos, Marie Candito, Shuyang Cao, Ziqiang
Cao, Fabio Carrella, Xavier Carreras, Jorge Carrillo-de-albornoz, Lucien Carroll, Fabio Casa-
ti, Tommaso Caselli, Pierluigi Cassotti, Francesco Cazzaro, Amanda Cercas Curry, Dumitru-
clementin Cercel, Christophe Cerisara, Alessandra Cervone, Rahma Chaabouni, Haixia Chai,
Tuhin Chakrabarty, Yllias Chali, Ilias Chalkidis, Hou Pong Chan, Zhangming Chan, Anshuma
Chandak, Senthil Chandramohan, Buru Chang, Ernie Chang, Yung-chun Chang, Guan-lin Chao,
Emile Chapuis, Shubham Chatterjee, Rochana Chaturvedi, Kushal Chawla, Ciprian Chelba, Canyu
Chen, Chacha Chen, Chung-chi Chen, Derek Chen, Fuxiang Chen, Hsin-hsi Chen, Jie Chen, Lei
Chen, Lei Chen, Meng Chen, Mingda Chen, Qian Chen, Qianglong Chen, Qibin Chen, Qingcai


Prompt:
Qibin Chen, Qingcai
Chen, Sanxing Chen, Shizhe Chen, Tongfei Chen, Xiaoli Chen, Xiuying Chen, Yan-ying Chen,
Yi-pei Chen, Yunmo Chen, Zhiyu Chen, Fei Cheng, Shanbo Cheng, Emmanuele Chersoni, Ethan
A. Chi, Jenny Chim, Hyundong Cho, Key-sun Choi, Alexandra Chronopoulou, George Chryso-
stomou, Alessandra Teresa Cignarella, Philipp Cimiano, Elizabeth Clark, Chloé Clavel, Simon
Clematide, Ann Clifton, Miruna Clinciu, Oana Cocarascu, Davide Colla, Andrei Coman, Simone
Conia, John Conroy, Paul Cook, Gonc¸alo Correia, Israel Cuevas, Peng Cui, Shaobo Cui, Tonya
Custis, Arthur Câmara
Thenmozhi D., Jeff Da, Giovanni Da San Martino, Raj Dabre, Gautier Dagan, Deborah Dahl,
Wenliang Dai, Xiang Dai, Rumen Dangovski, Falavigna Daniele, Verna Dankers, Aswarth Abhi-
lash Dara, Franck Dary, Mithun Das Gupta, Saurabh Dash, Brian Davis, Heidar Davoudi, Michiel
De Jong, Loic De Langhe, Budhaditya Deb, Alok Debnath, Thierry Declerck, Mathieu Dehouck,


Prompt:
Mathieu Dehouck,
Luciano Del Corro, Sebastien Delecraz, Vera Demberg, David Demeter, Steve Deneefe, Yuntian
Deng, Pascal Denis, Nina Dethlefs, Daniel Deutsch, Murthy Devarakonda, Hannah Devinney,
Prajit Dhar, Shehzaad Dhuliawala, Luigi Di Caro, Mona Diab, Shizhe Diao, Ga¨el Dias, Caiwen
Ding, Chenchen Ding, Liang Ding, Nemanja Djuric, Giovanna Maria Dora Dore, Bonaventure F.
P. Dossou, Jad Doughman, Doug Downey, Gabriel Doyle, Mauro Dragoni, Rotem Dror, Jinhua
Du, Yupei Du, Xiangyu Duan, Pablo Duboue, Philipp Dufter, Kevin Duh, Ewan Dunbar, Jonathan
Dunn, Gerard Dupont, Nadir Durrani, Ritam Dutt
xvii

Oliver Eberle, Sauleh Eetemadi, Steffen Eger, Annerose Eichel, Bryan Eikema, Julian Eisen-
schlos, Heba Elfardy, Micha Elsner, Saman Enayati, Aykut Erdem, Akiko Eriguchi, Katrin Erk,
Ramy Eskander
Alex Fabbri, Marzieh Fadaee, Fahim Faisal, Neele Falk, Federico Fancellu, Qixiang Fang, Hos-
sein Fani, Stefano Faralli, Oladimeji Farri, Nawshad Farruque, Manaal Faruqui, Mehwish Fatima,


Prompt:
Mehwish Fatima,
Adam Faulkner, Pedro Faustini, Marc Feger, Nils Feldhus, Anna Feldman, Ghazi Felhi, Mariano
Felice, Weixi Feng, Yue Feng, Manos Fergadiotis, Patrick Fernandes, Daniel Fernández-gonzález,
Elisabetta Fersini, George Filandrianos, Elena Filatova, Mark Fishel, Lucie Flek, Michael Flor,
Negar Foroutan Eghlidi, Jennifer Foster, Stella Frank, Jesse Freitas, Simona Frenda, Annemarie
Friedrich, Lisheng Fu, Fumiyo Fukumoto, Kotaro Funakoshi
David Gaddy, Andrea Galassi, Leilei Gan, Yujian Gan, William Gantt, Junbin Gao, Qiaozi Gao,
Shen Gao, Muskan Garg, Guillermo Garrido, Susan Gauch, Gregor Geigle, Zorik Gekhman, Al-
borz Geramifard, Felix Gervits, Mozhdeh Gheini, Reshmi Ghosh, Sucheta Ghosh, Voula Giouli,
Dimitris Gkoumas, Serge Gladkoff, Catalina Goanta, Jonas Golde, Seraphina Goldfarb-tarrant,
Sujatha Das Gollapalli, Jose Manuel Gomez-perez, Jeff Good, Philip John Gorinski, Koustava Go-


Prompt:
Koustava Go-
swami, Isao Goto, Christan Grant, Thomas Green, Derek Greene, Milan Gritta, Paul Groth, Julian
Grove, Adam Grycner, Jiasheng Gu, Jiuxiang Gu, Xiaodong Gu, Yi Guan, Marco Guerini, Nuno
M. Guerreiro, Xiaoyu Guo, Yanzhu Guo, Zhihui Guo, Abhinav Gupta, Ankit Gupta, Ankita Gup-
ta, Ashim Gupta, Pranjal Gupta, Izzeddin Gur, Suchin Gururangan, Ximena Gutierrez-vasques,
Jeremy Gwinnup, Tunga G ¨ ung ¨ or
Le An Ha, Katharina Haemmerl, Gholamreza Haffari, Joonghyuk Hahn, Michael Hahn, Udo Ha-
hn, Eva Hajicova, Dilek Hakkani-tur, Kishaloy Halder, Karina Halevy, Jiuzhou Han, Lifeng Han,
Ting Han, Xudong Han, Yo-sub Han, Viktor Hangya, Sanda Harabagiu, Mareike Hartmann, Sadid
A. Hasan, Sabit Hassan, Nabil Hathout, Amartya Hatua, Annette Hautli-janisz, Adi Haviv, Yoshi-
hiko Hayashi, Shirley Anugrah Hayati, T. J. Hazen, Rishi Hazra, Han He, Wanwei He, Wei He,
Xiaoting He, Xuanli He, Xuehai He, Yun He, Behnam Hedayatnia, Kevin Heffernan, Benjamin


Prompt:
Kevin Heffernan, Benjamin
Heinzerling, Jind ˇ rich Helcl, William Held, Leonhard Hennig, Christian Herold, Jonathan Herzig,
Gerhard Heyer, Derrick Higgins, Anthony Hills, Tatsuya Hiraoka, Vinh Thinh Ho, Cuong Hoang,
Eben Holderness, Takeshi Homma, Ales Horak, Andrea Horbach, Sho Hoshino, Md Azam Hos-
sain, Feng Hou, Yifan Hou, Yufang Hou, Shu-kai Hsieh, I-hung Hsu, Han Hu, Po Hu, Xinyu Hua,
Chieh-yang Huang, Fei Huang, Hen-hsen Huang, Jie Huang, Junbo Huang, Kuan-hao Huang, Quz-
he Huang, Zhiqi Huang, Vojt ˇ ech Hude ˇ cek, Pere-Lluís Huguet Cabot, Kai Hui, Chia-chien Hung,
Julie Hunter
Nikolai Ilinykh, Dmitry Ilvovsky, Michimasa Inaba, Diana Inkpen, Koji Inoue, Hayate Iso, Ta-
kumi Ito, Maor Ivgi, Kenichi Iwatsuki, Vivek Iyer, Peter Izsak
Cassandra L. Jacobs, Sarthak Jain, Masoud Jalili Sabet, Sepehr Janghorbani, Adam Jatowt, Ini-
go Jauregi Unanue, Ganesh Jawahar, Harsh Jhamtani, Shaoxiong Ji, Yangfeng Ji, Chengyue Jiang,


Prompt:
Chengyue Jiang,
Junfeng Jiang, Longquan Jiang, Ming Jiang, Yuchen Eleanor Jiang, Ziyan Jiang, Baoyu Jing, Unso
Jo, Richard Johansson, Aditya Joshi, Rishabh Joshi, Taehee Jung
Besim Kabashi, Sylvain Kahane, Mihir Kale, Laura Kallmeyer, Ehsan Kamalloo, Hidetaka Ka-
migaito, Jaap Kamps, Lis Kanashiro Pereira, Hiroshi Kanayama, Yoshinobu Kano, Diptesh Ka-
nojia, Sudipta Kar, Georgi Karadzhov, Elena Karagjosova, Mladen Karan, Sarvnaz Karimi, B¨orje
Karlsson, Sanjeev Kumar Karn, Constantinos Karouzos, Pradeep Karturi, Zdenˇek Kasner, Yoshi-
hide Kato, Uri Katz, Yoav Katz, Divyansh Kaushik, Pride Kavumba, Daisuke Kawahara, Gary
Kazantsev, Ashkan Kazemi, Yova Kementchedjhieva, Muhammad Khalifa, Abdul Khan, Sopan
xviii

Khosla, Halil Kilicoglu, Gyuwan Kim, Hyunwoo Kim, Jonggu Kim, Joo-kyung Kim, Mi-young
Kim, Seungone Kim, Sungdong Kim, Young Jin Kim, Youngbin Kim, David King, Tracy Hol-
loway King, Svetlana Kiritchenko, Jan-christoph Klie, Julien Kloetzer, René Knaebel, Sang-ki Ko,


Prompt:
René Knaebel, Sang-ki Ko,
Thomas Kober, Elena Kochkina, Konstantinos Kogkalidis, Mare Koit, Thomas Kollar, Alexan-
der Koller, Mamoru Komachi, Rik Koncel-kedziorski, Grzegorz Kondrak, Sai Koneru, Deguang
Kong, Miloslav Konopík, Yannis Korkontzelos, Katerina Korre, Fajri Koto, Alexander Kotov, Ma-
hnaz Koupaee, Venelin Kovatchev, Pavel Kral, Lea Krause, Kalpesh Krishna, Mateusz Krubi´nski,
Canasai Kruengkrai, Jaap Kruijt, Ruben Kruiper, Sicong Kuang, Mayank Kulkarni, Deepak Ku-
mar, Sachin Kumar, Shankar Kumar, Olli Kuparinen, Robin Kurtz, Andrey Kutuzov, Haewoon
Kwak
Gorka Labaka, Sofie Labat, Faisal Ladhak, Cheng-i Lai, Tuan Lai, Wen Lai, Vasileios Lampos,
Gerasimos Lampouras, Lukas Lange, Ekaterina Lapshinova-koltunski, Stefan Larson, Mark Last,
Alexandra Lavrentovich, Hoang-quynh Le, Hung Le, Phong Le, Joseph Le Roux, Kevin Leach,
Dong-ho Lee, Grandee Lee, Ji-ung Lee, John Lee, Lung-hao Lee, Nayeon Lee, Roy Ka-wei Lee,


Prompt:
Nayeon Lee, Roy Ka-wei Lee,
Els Lefever, Wenqiang Lei, Jochen Leidner, Heather Lent, Ran Levy, Bei Li, Bryan Li, Changmao
Li, Cheng Li, Dingcheng Li, Dongfang Li, Jiacheng Li, Jialu Li, Jiazhao Li, Jing Li, Jiyi Li, Juan
Li, Lei Li, Liunian Harold Li, Maoxi Li, Miao Li, Peifeng Li, Sheng Li, Shiyang Li, Shuyang
Li, Siheng Li, Wei Li, Wei Li, Weikang Li, Wenyan Li, Xiangju Li, Xiaodi Li, Xue Li, Yanran
Li, Yanzeng Li, Yaoyiran Li, Yizhi Li, Yongbin Li, Yue Li, Yuncong Li, Zhuang Li, Zichao Li,
Chao-chun Liang, Xinnian Liang, Yueqing Liang, Baohao Liao, Jind ˇ rich Libovický, Constantine
Lignos, Gilbert Lim, Kwan Hui Lim, Tomasz Limisiewicz, Lucy Lin, Weizhe Lin, Zhenxi Lin,
Nedim Lipka, Pierre Lison, Shir Lissak, Danni Liu, Fangyu Liu, Fenglin Liu, Hui Liu, Jiangming
Liu, Kang Liu, Lei Liu, Nayu Liu, Nelson F. Liu, Tianyu Liu, Tianyu Liu, Ting Liu, Yang Janet
Liu, Yiyi Liu, Yonghui Liu, Yongkang Liu, Yue Liu, Zihan Liu, Zitao Liu, Zoey Liu, Nikola Lju-


Prompt:
Zoey Liu, Nikola Lju-
be ˇ si ´ c, Sharid Loaiciga, Colin Lockard, Pintu Lohar, Yunfei Long, Oier Lopez De Lacalle, Jaime
Lorenzo-trueba, Daniel Loureiro, Junru Lu, Keming Lu, Xing Han Lu, Yanbin Lu, Yao Lu, Yujie
Lu, Nurul Lubis, Jiaming Luo, Man Luo, Haoran Lv, Shangwen Lv, Teresa Lynn, Alex Lưu
Meryem M’hamdi, Jie Ma, Jing Ma, Long-long Ma, Mingyu Derek Ma, Xiaofei Ma, Andrew
Mackey, Aman Madaan, Avinash Madasu, Mounica Maddela, Manuel Mager, Bernardo Magnini,
Adyasha Maharana, Quan Mai, Frederic Mailhot, Jean Maillard, Peter Makarov, Aaron Maladry,
Ankur Mali, Anton Malko, Jonathan Mallinson, Eric Malmi, Valentin Malykh, Ramesh Manuvi-
nakurike, Vladislav Maraev, Ana Marasovic, David Mare ˇ cek, Katerina Margatina, Katja Markert,
Edison Marrese-taylor, Federico Martelli, Louis Martin, Héctor Martínez Alonso, Claudia Marzi,
Sarah Masud, Sandeep Mathias, Prashant Mathur, Diana Maynard, Sahisnu Mazumder, Alessan-


Prompt:
Sahisnu Mazumder, Alessan-
dro Mazzei, R. Thomas Mccoy, John P. Mccrae, Bridget Mcinnes, Nick Mckenna, Nikhil Mehta,
Fanchao Meng, Yan Meng, Zhao Meng, Orfeas Menis Mastromichalakis, Elena Merdjanovska,
Eleni Metheniti, Ivan Vladimir Meza Ruiz, Paul Michel, Timothee Mickus, Stuart Middleton, Ari-
stides Milios, Tristan Miller, David Mimno, Erxue Min, Seyedabolghasem Mirroshandel, Paramita
Mirza, Abhijit Mishra, Kanishka Misra, Yusuke Miyao, Ashutosh Modi, Alireza Mohammadsha-
hi, Hosein Mohebbi, Afroz Mohiuddin, Diego Molla, Manuel Montes, Mehrad Moradshahi, Roser
Morante, Jose G. Moreno, Alejandro Moreo, Marius Mosbach, Pablo Mosteiro, Lili Mou, Diego
Moussallem, Maximilian Mozes, Emir Munoz, Dragos Munteanu, Rudra Murthy, Alberto Mu˜noz-
ortiz, Mathias M¨uller
Dawn Nafus, Masaaki Nagata, Saeed Najafi, Tetsuji Nakagawa, Yuta Nakashima, Diane Napo-
litano, Jason Naradowsky, Vivi Nastase, Anmol Nayak, Ambreen Nazir, Ani Nenkova, Mariana


Prompt:
Ani Nenkova, Mariana
Neves, Jun-ping Ng, Raymond Ng, Vincent Ng, Axel-cyrille Ngonga Ngomo, Dat Quoc Nguyen,
Kiet Nguyen, Nhung Nguyen, Quoc-an Nguyen, Trung Hieu Nguyen, Vincent Nguyen, Xuanfan
Ni, Garrett Nicolai, Massimo Nicosia, Feng Nie, Yixin Nie, Jan Niehues, Mitja Nikolaus, Giannis
xix

Nikolentzos, Takashi Ninomiya, Kosuke Nishida, Sergiu Nisioi, Gibson Nkhata, Tadashi Nomoto,
Aurélie Névéol
Alexander O’connor, Tim Oates, Kemal Oflazer, Shu Okabe, Naoaki Okazaki, Tsuyoshi Okita,
Oleg Okun, Eda Okur, Antoni Oliver, Mattia Opper, Abigail Oppong, Brian Ore, Hadas Orgad,
Maite Oronoz, Petya Osenova, Jessica Ouyang
Teresa Paccosi, Ankur Padia, Aishwarya Padmakumar, Shramay Palta, Tu˘gba Pamay Arslan, Mug-
dha Pandya, Wei Pang, Pinelopi Papalampidi, Nikos Papasarantopoulos, Sara Papi, Emerson Pa-
raiso, Ashwin Paranjape, Letitia Parcalabescu, Thiago Pardo, Antonio Pareja-lora, Chanjun Park,
Jong Park, Sungkyu Park, Alicia Parrish, Tommaso Pasini, Clemente Pasti, Braja Gopal Patra,


Prompt:
Braja Gopal Patra,
Viviana Patti, Debjit Paul, Indraneil Paul, Sachin Pawar, Sarah Payne, Pavel Pecina, Jiaxin Pei,
Weiping Pei, Stephan Peitz, Baolin Peng, Bo Peng, Hao Peng, Qiyao Peng, Wei Peng, Juan An-
tonio Perez-ortiz, Charith Peris, Ben Peters, Matthew Peters, Eva Pettersson, Thang Pham, Scott
Piao, Maciej Piasecki, Massimo Piccardi, Matúˇs Pikuliak, Nisha Pillai, Telmo Pires, Flammie Pi-
rinen, Benjamin Piwowarski, Flor Miriam Plaza-del-arco, Brian Pl¨uss, Massimo Poesio, Simone
Paolo Ponzetto, Octavian Popescu, Amir Pouran Ben Veyseh, Karan Praharaj, Piotr Przyby ł a, Ste-
phen Pulman, Juan Manuel Pérez
Ehsan Qasemi, Hongjin Qian, Kun Qian, Kechen Qin, Jielin Qiu, Ariadna Quattoni
Ella Rabinovich, Muhammad Rahman, Sunny Rai, Vyas Raina, Sara Rajaee, Ori Ram, Taraka
Rama, Giulia Rambelli, Abhinav Ramesh Kashyap, Rita Ramos, Alan Ramponi, Leonardo Ranal-
di, Tharindu Ranasinghe, Surangika Ranathunga, Priya Rani, Ahmad Rashid, Pushpendre Rastogi,


Prompt:
Pushpendre Rastogi,
David Rau, Vikas Raunak, Eran Raveh, Shauli Ravfogel, Soumya Ray, Evgeniia Razumovskaia,
Hanumant Redkar, Georg Rehm, Ricardo Rei, Machel Reid, Navid Rekabsaz, Ricardo Ribeiro,
Giuseppe Riccardi, German Rigau, Mat ¯ ıss Rikters, Tharathorn Rimchala, Laura Rimell, Fabio Ri-
naldi, Ruty Rinott, Anthony Rios, Lina M. Rojas Barahona, Subendhu Rongali, Michael Rosner,
Michael Roth, Guy Rotman, Bryan Routledge, Marco Rovera, Soumyadeep Roy, Yu-ping Ruan,
Koustav Rudra, Federico Ruggeri, Irene Russo, Phillip Rust, Max Ryabinin, Maria Ryskina, Egil
R ø nningstad, Susanna R ¨ ucker
Malliga S, Kogilavani S V, Kenji Sagae, Keisuke Sakaguchi, Ander Salaberria, Shailaja Keyur
Sampat, David Samuel, Ramon Sanabria, George Sanchez, Hugo Sanjurjo-gonzález, Sonal San-
nigrahi, Rodrigo Santos, Naomi Saphra, Ruhi Sarikaya, Anoop Sarkar, Felix Sasaki, Ryohei Sasa-
no, Nishanth Sastry, Danielle Saunders, Thiusius Savarimuthu, Beatrice Savoldi, Apoorv Saxena,


Prompt:
Apoorv Saxena,
Federico Scafoglieri, Andreas Scherbakov, Dominik Schlechtweg, Jonathan Schler, Michael Sejr
Schlichtkrull, Robin Schmidt, Nathan Schneider, Stephanie Schoch, Annika Marie Schoene, Me-
rel Scholman, Sabine Schulte Im Walde, Philip Schulz, Stefan Schweter, Anastasiia Sedova, Elad
Segal, Cory Shain, Guokan Shang, Yutong Shao, Ori Shapira, Matthew Shardlow, Shuaijie She,
Artem Shelmanov, Aili Shen, Lingfeng Shen, Xiaoyu Shen, Yuming Shen, Michael Sheng, Qiang
Sheng, Tom Sherborne, Freda Shi, Zhan Shi, Zhengxiang Shi, Tomohide Shibata, Yutaro Shigeto,
Takahiro Shinozaki, Kumar Shridhar, Akshat Shrivastava, Kai Shu, Raphael Shu, Anna Shvets,
Anthony Sicilia, Alejandro Sierra-múnera, João Ricardo Silva, Danilo Silva De Carvalho, Patrick
Simianer, Edwin Simpson, Mayank Singh, Pranaydeep Singh, Koustuv Sinha, Sunayana Sitaram,
Milena Slavcheva, Kevin Small, Marco Antonio Sobrevilla Cabezudo, Swapna Somasundaran, Kai


Prompt:
Swapna Somasundaran, Kai
Song, Linfeng Song, Wei Song, Yan Song, Alexey Sorokin, Xabier Soto, Sajad Sotudeh, Andreas
Spitz, Ivan Srba, Makesh Narsimhan Sreedhar, Hiranmai Sri Adibhatla, Balaji Vasan Srinivasan,
Miloˇs Stanojevi´c, Gabriel Stanovsky, Katherine Stasaski, Dario Stojanovski, Alessandro Stolfo,
Tomek Strzalkowski, Dan Su, Katsuhito Sudoh, Yoshi Suhara, Alane Suhr, Changzhi Sun, Che-
nkai Sun, Jian Sun, Ming Sun, Qingfeng Sun, Zewei Sun, Megha Sundriyal, Hanna Suominen,
xx

Colin Swaelens, Sandesh Swamy, Vinitra Swamy, Piotr Szyma´nski, Danae Sánchez Villegas, Víc-
tor M. Sánchez-cartagena, Felipe Sánchez-martínez
Santosh T.y.s.s, Sho Takase, Zeerak Talat, George Tambouratzis, Fabio Tamburini, Akihiro Ta-
mura, Chenhao Tan, Fei Tan, Xingwei Tan, Liyan Tang, Raphael Tang, Shuai Tang, Xuting Tang,
Yuka Tateisi, Marta Tatu, Selma Tekir, Serra Sinem Tekiro˘glu, Irina Temnikova, Daniela Teodo-


Prompt:
Daniela Teodo-
rescu, Urmish Thakker, Mokanarangan Thayaparan, Anton Thielmann, Brian Thompson, Craig
Thomson, Camilo Thorne, Tristan Thrush, J¨org Tiedemann, Refael Tikochinski, Erik Tjong Kim
Sang, Evgeniia Tokarchuk, Takenobu Tokunaga, Nadi Tomeh, Marc Tomlinson, Atnafu Lambebo
Tonja, Samia Touileb, Marcos Treviso, Chen-tse Tsai, Adam Tsakalidis, Yu-hsiang Tseng, Yuen-
hsien Tseng, Eleftheria Tsipidi, Don Tuggener, Martin Tutek
Kiyotaka Uchimoto, Dennis Ulmer, Kanimozhi Uma, Prajna Upadhyay, Masao Utiyama
Sowmya Vajjala, Marco Valentino, Antal Van Den Bosch, Daan Van Esch, Carel Van Niekerk,
Vincent Vandeghinste, Keith Vanderlinden, Lindsey Vanderlyn, Natalia Vanetik, Rossella Varva-
ra, Shikhar Vashishth, Eva Maria Vecchi, Giulia Venturi, Rakesh Verma, Rohil Verma, Giorgos
Vernikos, David Vilar, Serena Villata, Esau Villatoro-tello, Juraj Vladika, Piek Vossen, Thuy Vu,
Xuan-son Vu, Ekaterina Vylomova


Prompt:
Ekaterina Vylomova
Tomasz Walkowiak, Yu Wan, Chuan-ju Wang, Fei Wang, Hai Wang, Haoyu Wang, Hong Wang,
Jianzong Wang, Jiayi Wang, Jin Wang, Jing Wang, Kaifu Wang, Liang Wang, Lingzhi Wang,
Longshaokan Wang, Longyue Wang, Miaosen Wang, Ping Wang, Qingyun Wang, Shun Wang,
Wei Wang, Weichao Wang, Xin Wang, Xing Wang, Xinyi Wang, Xu Wang, Yasheng Wang, Yi-
ning Wang, Zhaowei Wang, Zhilin Wang, Zhiruo Wang, Prashan Wanigasekara, Moshe Wasser-
blat, Shinji Watanabe, Lucas Weber, Anna Wegmann, Jerry Wei, Wei Wei, Benjamin Weiss, Gail
Weiss, Leonie Weissweiler, Charles Welch, Rongxiang Weng, Aaron White, John Wieting, Gijs
Wijnholds, Adina Williams, Miles Williams, Steven Wilson, Genta Winata, Guillaume Wisniew-
ski, Seungpil Won, Ka Ho Wong, Alina Wróblewska, Di Wu, Fangzhao Wu, Minghao Wu, Stephen
Wu, Winston Wu, Xianchao Wu, Xiaofeng Wu, Xixin Wu, Yuxiang Wu, Joern Wuebker, Amelie
W ¨ uhrl
Min Xiao, Yuqing Xie, Zhenchang Xing, Chao Xiong, Ying Xiong, Lv Xiucheng, Dongkuan


Prompt:
Lv Xiucheng, Dongkuan
Xu, Fangyuan Xu, Hanzi Xu, Haotian Xu, Hongfei Xu, Jia Xu, Jinan Xu, Qiongkai Xu, Ruifeng
Xu, Silei Xu, Xinnuo Xu, Yueshen Xu, Zhen Xu, Huiyin Xue, Linting Xue, Christos Xypolopoulos
Ivan Yamshchikov, An Yan, Ming Yan, Xi Yan, Xifeng Yan, Bohao Yang, Hao Yang, Hsiu-yu
Yang, Linyi Yang, Longfei Yang, Shiquan Yang, Tao Yang, Xianjun Yang, Ze Yang, Roman Yan-
garber, Ken Yano, Tae Yano, Wenlin Yao, Fanghua Ye, Asaf Yehudai, Wen-wai Yim, Seid Muhie
Yimam, Congchi Yin, Seunghyun Yoon, Soyoung Yoon, Ori Yoran, Naoki Yoshinaga, Chenyu
You, Steve Young, Bei Yu, Juntao Yu, Kai Yu, Pengfei Yu, Shoubin Yu, Tiezheng Yu, Xiaodong
Yu, Xinyan Yu, Yanchao Yu, Jianhua Yuan, Shuzhou Yuan, Frances Yung
Olga Zamaraeva, Daoguang Zan, Fabio Massimo Zanzotto, Alessandra Zarcone, Xingshan Zeng,
Torsten Zesch, Shuang (sophie) Zhai, Haolan Zhan, Biao Zhang, Bowen Zhang, Ge Zhang, Haodi
Zhang, Haopeng Zhang, Jason Zhang, Jianguo Zhang, Lei Zhang, Michael Zhang, Ruiyi Zhang,


Prompt:
Michael Zhang, Ruiyi Zhang,
Sheng Zhang, Shiyue Zhang, Tianchi Zhang, Yanzhe Zhang, Yichi Zhang, Yu Zhang, Yuan Zhang,
Yuhui Zhang, Zhirui Zhang, Zhisong Zhang, Hai Zhao, Jinming Zhao, Lin Zhao, Mengjie Zhao,
Qinghua Zhao, Tiancheng Zhao, Xiaoyan Zhao, Yilun Zhao, Chujie Zheng, Yinhe Zheng, Alisa
Zhila, Yang Zhong, Ben Zhou, Guangyou Zhou, Junpei Zhou, Kaitlyn Zhou, Wangchunshu Zhou,
Xiang Zhou, Yichu Zhou, Yue Zhou, Zhengyu Zhou, Su Zhu, Wanrong Zhu, Wanzheng Zhu, Xuan
xxi

Zhu, Yuan Zhuang, Claus Zinn, Yftah Ziser, Michael Zock, Bowei Zou, Wei Zou, Vilém Zouhar
Outstanding Reviewers
Gavin Abercrombie, Sallam Abualhaija, Yamen Ajjour, Emily Allaway, Milad Alshomary, Talita
Anthonio, Lauriane Aufrant, Gorka Azkune, Lisa Beinborn, Valeriia Bolotova-baranova, Miche-
le Cafagna, Deng Cai, Giovanni Cassani, Hanjie Chen, Cheng-han Chiang, Trevor Cohn, Karel
D’oosterlinck, Jay Deyoung, Frank Drewes, Markus Dreyer, Tobias Falke, Yimai Fang, Xiaocheng


Prompt:
Yimai Fang, Xiaocheng
Feng, Olivier Ferret, Antske Fokkens, Saadia Gabriel, Atticus Geiger, Tomas Goldsack, Konstantin
Golobokov, Colin Gordon, Liane Guillou, Meiqi Guo, Nitish Gupta, William Havard, Michael He-
ck, Sophie Henning, Nora Hollenstein, Radu Tudor Ionescu, Tatsuya Ishigaki, Robin Jia, Min-yen
Kan, Graham Katz, Christo Kirov, Ioannis Konstas, Michael Kranzlein, Udo Kruschwitz, Roland
Kuhn, Yi-an Lai, Young-suk Lee, Yves Lepage, Piyawat Lertvittayakumjorn, Matthias Lindemann,
Zhengyuan Liu, Henrique Lopes Cardoso, Brielen Madureira, Yuval Marton, Jonathan May, Ka-
thleen Mckeown, Clara Meister, Zaiqiao Meng, Filip Miletic, Kata Naszadi, Yasumasa Onoe, Juri
Opitz, Tiago Pimentel, Barbara Plank, Traian Rebedea, Ehud Reiter, Mathieu Roche, Rudolf Ro-
sa, Candace Ross, Sumegh Roychowdhury, Sebastian Ruder, Elizabeth Salesky, David Schlangen,
Hendrik Schuff, Sebastian Schuster, Djamé Seddah, Mattia Setzu, Kyle Shaffer, Vered Shwartz,


Prompt:
Vered Shwartz,
Olivier Siohan, Matthew Stone, Alessandro Suglia, Benjamin Van Durme, Neeraj Varshney, Jake
Vasilakes, Dirk V ¨ ath, Henning Wachsmuth, Michael Wiegand, Tomer Wolfson, Hanqi Yan, Euge-
ne Yang, Marcely Zanon Boito, Amir Zeldes


Prompt:
Vered Shwartz,
Olivier Siohan, Matthew Stone, Alessandro Suglia, Benjamin Van Durme, Neeraj Varshney, Jake
Vasilakes, Dirk V ¨ ath, Henning Wachsmuth, Michael Wiegand, Tomer Wolfson, Hanqi Yan, Euge-
ne Yang, Marcely Zanon Boito, Amir Zeldes
xxii


Prompt:
Sponsors:
Association
for
Computational
Linguistics
Department
of
Computer
and
Information
Science,
University
of
Pennsylvania
Institute
for
Research
in
Cognitive
Science,
University
of
Pennsylvania
Lexis-Nexis,
a Division
of
Reed
Elsevier,
Inc.
SIGDAT,
a Special
Interest
Group
of
the
ACL
Organizers:
Eric
Bfill
(Johns
Hopkins
University)
Kenneth
Church
(AT&T
Research)
Program
Committee:
Claire
Cardie
(Cornell
University)
Eugene
Charniak
(Brown
University)
Yuqing
Gao
(IBM)
Marti
Hearst
(Xerox
PARC)
Gunnel
Kallgren
(Stockholm
University)
Raymond
J.
Mooney
(University
of
Texas,
Austin)
Yoshinofi
Sagisaka
(ATR)
Geoffrey
Sampson
(Sussex
University)
David
Yarowsky
(Johns
Hopkins
University)
Joe
Zhou
(Lexis-Nexis)
For
further
information,
contact:
Eric
Bfill
bfill@cs.jhu.edu
Department
of
Computer
Science
Johns
Hopkins
University
Baltimore,
Md.


Prompt:
Sponsors:
Association
for
Computational
Linguistics
Department
of
Computer
and
Information
Science,
University
of
Pennsylvania
Institute
for
Research
in
Cognitive
Science,
University
of
Pennsylvania
Lexis-Nexis,
a Division
of
Reed
Elsevier,
Inc.
SIGDAT,
a Special
Interest
Group
of
the
ACL
Organizers:
Eric
Bfill
(Johns
Hopkins
University)
Kenneth
Church
(AT&T
Research)
Program
Committee:
Claire
Cardie
(Cornell
University)
Eugene
Charniak
(Brown
University)
Yuqing
Gao
(IBM)
Marti
Hearst
(Xerox
PARC)
Gunnel
Kallgren
(Stockholm
University)
Raymond
J.
Mooney
(University
of
Texas,
Austin)
Yoshinofi
Sagisaka
(ATR)
Geoffrey
Sampson
(Sussex
University)
David
Yarowsky
(Johns
Hopkins
University)
Joe
Zhou
(Lexis-Nexis)
For
further
information,
contact:
Eric
Bfill
bfill@cs.jhu.edu
Department
of
Computer
Science
Johns
Hopkins
University
Baltimore,
Md.
21218-2694


Prompt:
SPONSORS:
The
Association
for
Computational
Linguistics
(ACL)
SIGDAT
(ACL's
SIG
for
Linguistic
Data
and
Corpus-based
Approaches
to
NLP)
INVITED
SPEAKERS:
Tom
Mitchell
Michael
Mauldin
ORGANIZERS:
Claire
Cardie,
Chair
Ralph
Weischedel,
Co-chair
LOCAL
ARRANGEMENTS
CHAIR:
Eugene
Charniak
PROGRAM
COMMITTEE:
Ted
Briscoe
Rebecca
Bruce
Michael
Collins
Bruce
Croft
Carl
de
Marcken
Joshua
Goodman
Eduard
Hovy
Nancy
Ide
K.L.
Kwok
John
Lafferty
Steve
Maiorano
Kemal
Oflazer
Philip
Resnik
Dekai
Wu
David
Yarowsky
(Cambridge
University)
(Southern
Methodist
University)
(University
of
Pennsylvania)
(University
of
Massachusetts,
Ambers0
(Massachusetts
Institute
of
Technology)
(Harvard
University)
(USC
Information
Sciences
Institute)
(Vassar
College)
(Queens
College,
CUNY)
(Carnegie
Mellon
University)
(ORD)
(Bilkent
University)
(University
of
Maryland)
(Hong
Kong
University
of
Science
and
Technology)
(Johns
Hopkins
University)
FURTHER
INFORMATION:
Claire
Cardie
Department
of
Computer
Science
Comell


Prompt:
of
Computer
Science
Comell
University
4142
Upson
Hall
Ithaca,
NY
14850
USA
e-mail:
cardie@cs.cornell.edu
Ralph
Weischedel
BBN
Systems
and
Technologies
70
Fawcett
Slreet
Cambridge,
MA
02138
USA
e-mail:
weischedel@bbn.com


Prompt:
of
Computer
Science
Comell
University
4142
Upson
Hall
Ithaca,
NY
14850
USA
e-mail:
cardie@cs.cornell.edu
Ralph
Weischedel
BBN
Systems
and
Technologies
70
Fawcett
Slreet
Cambridge,
MA
02138
USA
e-mail:
weischedel@bbn.com
///


Prompt:
SPONSORS:
The Association for Computational Linguistics (ACL)
SIGDAT (ACL's SIG for Linguistic Data and Corpus-based Approaches to NLP)
INVITED SPEAKER:
Kevin Knight (USC Information Sciences Institute)
ORGANIZERS:
Nancy Ide (Vassar College), Chair
Atro Voutilainen (University of Helsinki), Co-chair
PROGRAM COMMITTEE:
Steven Abney
Susan Armstrong
Pascale Fung
Gregory Grefenstette
Eduard Hovy
Dan Jurafsky
Kimmo Koskenniemi
Hwee Tou Ng
Kemal Ofiazer
Peter Schauble
Keh Yih Su
Dan Tufis
Evelyne Viegas
AT&T Laboratories-Research, USA
(ISCCO, Switzerland)
Hong Kong Univ. of Science and Technology, Hong Kong
Xerox Research Centre Europe, France
USC/IS!, USA
University of Colorado, Boulder, USA
University of Helsinki, Finland
DSO National Laboratories, Singapore
Bilkent University, Turkey
ETH Z~rich, Switzerland
Tsing-Hua University, Taiwan
Romanian Academy of Sciences, Romania
New Mexico State University, USA
FURTHER INFORMATION:
Nancy Ide
Department of Computer Science
Vassar College


Prompt:
Vassar College
124 Raymond A venue
Poughkeepsie, New York 12604-0520 USA
email: ide@cs.vassar.edu


Prompt:
Vassar College
124 Raymond A venue
Poughkeepsie, New York 12604-0520 USA
email: ide@cs.vassar.edu
iii


Prompt:
SPONSORS:
The
Association
for
Computational
Linguistics
(ACL)
SIGDAT
(ACL's
SIG
for
Linguistic
Data
and
Corpus-based
Approaches
to
NLP)
LEXIS-NEXIS,
a Division
of
Reed
Elsevier,
Inc.
Hong
Kong
University
of
Science
and
Technology,
Human
Language
Technology
Center
INVITED
SPEAKERS:
Kenneth
W.
Church
(AT&T
Labs-Research)
Richard
Schwartz
(BBN
Technologies)
ORGANIZERS:
Pascale
Fung,
Chair
Joe
Zhou,
Co-chair
PROGRAM
COMMITTEE:
Jing-Shin
Chang
Ken
Church
Ido
Dagan
Marti
Hearst
Huang,
Changning
Pierre
Isabelle
Lillian
Lee
David
Lewis
Dan
Melamed
Mehryar
Mohri
Masaaki
Nagata
Richard
Sproat
Andreas
Stolcke
Ralph
Weischedel
Dekai
Wu
David
Yarowsky
(Behavior
Design
Corp.)
(AT&T
Labs-Research)
(Bar-Ilan
University)
(UC-Berkeley)
(Microsoft
Research
China)
(Xerox
Research
Europe)
(Comell
University)
(AT&T
Labs-Research)
(West
Group)
(AT&T
Labs-Research)
(NTT)
(AT&T
Labs-Research)
(SRI
International)
(BBN)
(HKUST)
(Johns
Hopkins
University)
ADDITIONAL
REVIEWERS:
Srinivas
Bangalore
Rebecca
Bruce


Prompt:
Bangalore
Rebecca
Bruce
Michael
Collins
Gregory
Grefenstette
Vasileios
Hatzivassiloglou
David
Hull
Peter
Jackson
Christian
Jacquemin
Liu,
Xiaohu-
Sung
Hyon
Myaeng
Shimei
Pan
Ted
Pederson
Roberto
Pieraccini
Ellen
Riloff
Hinrich
Shtitze
Yannis
Stylianou
Zhao,
Jun
(AT&T
Labs-Research)
(Univ.
of
North
Carolina)
(AT&T
Labs
- Research)
(Xerox
Research
Europe)
(Columbia
University)
(Xerox
Research
Europe)
(West
Group)
(LIMSI)
(HKUST)
(Chunguam
National
Univ.)
(Columbia
University)
(Cal
Poly)
(AT&T
Labs-Research)
(University
of
Utah)
(Xerox
PARC)
(AT&T
Labs-Research)
(HKUST)
FURTHER
INFORMATION:
Pascale
Fung
Human
Language
Technology
Center
Department
of
Electrical
and
Electronic
Engineering
University
of
Science
and
Tehnology
(HKUST)
Clear
Water
Bay,
Kowloon
Hong
Kong
Email:
pascale@ee.ust.hk
.°. |/|
Joe
Zhou
LEXIS-NEXIS,
a Division
of
Reed
Elsevier
9555
Springboro
Pike
Dayton,
OH
45342
USA
Email:


Prompt:
Dayton,
OH
45342
USA
Email:


Prompt:
OH
45342
USA
Email:


Prompt: s-nexis.com


Prompt: s-nexis.com


Prompt:
Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing
Invited Talk:
Kevin Knight (USC/Information Sciences Institute)
Program Committee co-chairs:
Michael Collins (MIT AI Lab)
Mark Steedman (University of Edinburgh)
Reviewers:
Steve Abney
Dekang Lin
Jason Baldridge
Diane Litman
Srinivas Bangalore
Robert Malouf
Regina Barzilay
Daniel Marcu
Dan Bikel
Katja Markert
Thorsten Brants
Lluis Marquez
Chris Brew
Dan Melamed
Eric Brill
Helen Meng
Ted Briscoe
Paola Merlo
Claire Cardie
Tom Morton
John Carroll
Masaaki Nagata
Eugene Charniak
Hwee Tou Ng
Stanley Chen
Grace Ngai
David Chiang
Franz-Josef Och
Ken Church
Miles Osborne
Stephen Clark
Martha Palmer
Jason Eisner
David Pierce
Radu Florian
Dragomir Radev
Rob Gaizauskas
Owen Rambow
Louise Guthrie
Lance Ramshaw
Jan Hajic
Jason Rennie
Sanda Harabagiu
Philip Resnik
Marti Hearst
Je(cid:11) Reynar
James Henderson
Ellen Rilo(cid:11)
John Henderson
Eric Ringger
Mark Hepple
Brian Roark
Julia Hockenmeier


Prompt:
Julia Hockenmeier
Erik Tjong Kim Sang
Rebecca Hwa
Murat Saraclar
Hitoshi Iida
Anoop Sarkar
Mark Johnson
Richard Sproat
Frank Keller
Suzanne Stevenson
Adam Kilgarri(cid:11)
Michael Strube
Margaret King
Ben Taskar
Kevin Knight
Christoph Tillmann
Maria Lapata
Paola Velardi
Gina-Anne Levow
David Weir
Hang Li
Ralph Weischedel
Liz Liddy


Prompt:
Ralph Weischedel
Liz Liddy


Prompt: yce Wiebe


Prompt: yce Wiebe


Prompt:
!"#$"%&’(#&&)**++’
(#,(-%)".’
!"#$%&’()%’
!"#$)’*+’
/"+%’(-%)".’
!$%)",’-),."$’
/.0’!$&$%’
1"%%"23’43+563’
7$58’9$5:"5’
;$<6$,"’=+%&’
>+?)’7$2<+@020’
(#&&)**++’0+&1+".’
A%"#0’B&)55"’
C5)%)D$<’E$%&$,05"’
7)63","’E$%#0’
F"&)%$’E$5G),$8’
!$%)",’E)#",’
H"II’E),@"<’
435)<’E5"J’
K".’E5)<60"’
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C3$50%’4$5$L$,,0’
4,$)5"’4$5.)"’
7$5)%"’4$5:+$2’
H03%’4$550,,’
4):5)$%’43",L$’
H03%’43"%’
40,)%’43"558’
C2":3"%’4,$5#’
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7)63$",’40,,)%<’
C),D)+’4+6"5G$%’
*$,2"5’!$","@$%<’
E0%%)"’!055’
C+<$%’!+@$)<’
H$<0%’A)<%"5’
F$.+’=,05)$%’
-"05&"’=0<2"5’
!$8%"’=5")2$&’
H)$%I"%&’-$0’
/<@$",’-$56M$’N$5"$’
F$,:3’-5)<3@$%’
H$%’9$?)6’
7$52)’9"$5<2’
H03%’9"%."5<0%’
-5$"@"’9)5<2’
F"L"66$’9J$’
!)$%$’/%#:"%’
=5$%G’H0<"I’O63’
!$%)",’H+5$I<#8’
=5$%#’1",,"5’
-"%)63)50’1)#+)’
B.$@’1),&$55)II’
!$%’1,")%’
1"D)%’1%)&32’
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;3),)::"’($%&,$)<’
-+8’($:$,@"’
7)5",,$’($:$2$’
-)%$’("D0J’
9$%&’()’
*")’()’
7$56’()&32’
43)%P>"J’()%’
;$+,’(+’
Q)$0R)$%&’(+0’
A,,)022’7$6#,0D)263’


Prompt:
A,,)022’7$6#,0D)263’
F0L’7$,0+I’
-)."0%’7$%%’
!$%)",’7$56+’
H$@"<’7$8I)",.’
B%.5"J’764$,,+@’
!)$%$’764$5238’
!$%’7",$@".’
F$.$’7)3$,6"$’
!$%’70,.0D$%’
E0L’7005"’
(,+M<’7S5R+"G’
7$<$$#)’T$&$2$’
9"5@$%%’T"8’
-5$6"’T&$)’
1"@$,’OI,$G"5’
7),"<’O<L05%"’
(,+M<’;$.5U’
!$D).’;$,@"5’
;$25)6#’;$%2",’
1)<305"’;$:)%"%)’
K".’;"."5<"%’
="5%$%.0’;"5")5$’
="5%$%.0’;"5")5$’
F0L"520’;)"5$66)%)’
7$<<)@0’;0"<)0’
435)<’V+)5#’
!5$&0@)5’F$."D’
OJ"%’F$@L0J’
-)+<"::"’F)66$5.)’
C2"I$%’F)"G,"5’
-"5@$%’F)&$+’
A,,"%’F),0II’
A5)6’F)%&&"5’
F0%)’F0<"%I",.’
B%00:’C$5#$5’
43$5,"<’C63$I"5’
9)%5)63’C63W2G"’
F)63$5.’C:50$2’
F03)%)’C5)3$5)’
C+G$%%"’C2"D"%<0%’
H)$%’C+’
1"3P>)3’C+’
X3)I$%&’C+)’
C)@0%"’K"+I",’
435)<20:3’K),,@$%%’
A5)#’K?0%&’1)@’C$%&’
T)60,$’Y"II)%&’
K$#"3)20’Y2<+50’
B%2$,’D$%’."%’E0<63’
C2":3$%’N0&",’
C3$0?+%’*$%&’
B%.8’*$8’
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H$%86"’*)"L"’
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1"%?)’>$@$.$’
H+%’X3$0’
/22)*)#3%4’5+6)+7+".’
($+5$’B,0%<0’)’B,"@$%8’
435)<’E506#"22’
H$%’E+%&"5023’
F)63’4$@:L",,’
B%%’40:"<2$#"’
B%.5"<’4055$.$’


Prompt:
B%.5"<’4055$.$’
9$,’!$+@"’///’
;$L,0’!+L0+"’
7)63$",’-$@0%’
F0Z$%$’-)5?+’
C$<$’9$<$%’
F0<"’90L"5@$%’
K3"5"<$’H)6#",<’
C00P7)%’1)@’
F0L’10",)%&’
("$3’($5#"8’
40%&’()’
9+)I"%&’()’
;)%&’()’
>$%&’()+’
*"<,"8’7$6#$8’
!$D).’7$52M%"G’
AD&"%8’7$2+<0D’
7$5#’76($+63,$%’
X3$%&’7)%’
!$)63)’7063)3$<3)’
43"%&’T)+’
=+63+%’;"%&’
!"":$#’F$D)63$%.5$%’
>)3$)’C3"%’
*")I"%&’C+’
!$D).’N),$5’
H+,)"’*"".<’
H"50.’*")%@$%’
K3"5"<$’*),<0%’


Prompt:
B%.5"<’4055$.$’
9$,’!$+@"’///’
;$L,0’!+L0+"’
7)63$",’-$@0%’
F0Z$%$’-)5?+’
C$<$’9$<$%’
F0<"’90L"5@$%’
K3"5"<$’H)6#",<’
C00P7)%’1)@’
F0L’10",)%&’
("$3’($5#"8’
40%&’()’
9+)I"%&’()’
;)%&’()’
>$%&’()+’
*"<,"8’7$6#$8’
!$D).’7$52M%"G’
AD&"%8’7$2+<0D’
7$5#’76($+63,$%’
X3$%&’7)%’
!$)63)’7063)3$<3)’
43"%&’T)+’
=+63+%’;"%&’
!"":$#’F$D)63$%.5$%’
>)3$)’C3"%’
*")I"%&’C+’
!$D).’N),$5’
H+,)"’*"".<’
H"50.’*")%@$%’
K3"5"<$’*),<0%’
H"558’X3+’


Prompt:
Program Committee
John Bateman, University of Bremen, Germany
Kalina Bontcheva, University of Sheﬃeld, England
Stephan Busemann, DFKI, Germany
Alison Cawsey, Heriot-Watt University, Scotland
Nathalie Colineau, CSIRO, Australia
Sabine Geldof, Namahn, Belgium
Graeme Hirst, University of Toronto, Canada
Kevin Knight, University of Southern California, USA
Emiel Krahmer, Tilburg University, Netherlands
Geert-Jan Kruiﬀ, DFKI, Germany
Mick O’Donnell, University of Edinburgh, Scotland
C´ecile Paris, CSIRO, Australia
Paul Piwek, Open University, England
Manfred Stede, University of Potsdam, Germany
Mari¨et Theune, University of Twente, Netherlands
Michael White, University of Edinburgh, Scotland
Workshop Organizers
Chris Mellish, University of Aberdeen, Scotland
Ehud Reiter, University of Aberdeen, Scotland
Kristiina Jokinen, University of Helsinki, Finland
Graham Wilcock, University of Helsinki, Finland


Prompt:
Organizers
Program Chairs:
Dan Jurafsky (Stanford University)
Eric Gaussier (Xerox Research Centre Europe)
Area Chairs:
Regina Barzilay (MIT)
Grace Chung
Jason Eisner (Johns Hopkins University)
Sanda M Harabagiu (University of Texas at Dallas)
James Henderson (University of Edinburgh)
Philipp Koehn (University of Edinburgh)
Paola Merlo (University of Geneva)
Rada Mihalcea (University of North Texas)
Grace Ngai (Hong Kong Polytechnic University)
Yan Qu (Clairvoyance Corporation)
Owen Rambow (Columbia University)
Dekai Wu (The Hong Kong University of Science and Technology)
Francois Yvon (ENST)
Local Arrangements Chair:
James Curran (University of Sydney)
Publications Chair:
Eric Ringger (Brigham Young University)
xi

Reviewers:
Eneko Agirre, Yaser Al-Onaizan, Yasemin Altun, Sophia Ananiadou, Hidir Aras, Jason Baldridge,
Srinivas Bangalore, Roberto Basili, Frederic Bechet, Oliver Bender, Nicola Bertoldi, Dan Bikel,


Prompt:
Nicola Bertoldi, Dan Bikel,
Johan Bos, Costas Boulis, Chris Brew, Bill Byrne, Chris Callison-Burch, Nicola Cancedda, Yunbo
Cao, Giuseppe Carenini, Michael Carl, Marine Carpuat, Xavier Carreras, Mauro Cettolo, Joyce
Chai, Hsin-Hsi Chen, John Chen, Stanley Chen, Colin Cherry, Timothy Chklovski, Kenneth
Church, Massimiliano Ciaramita, Stephen Clark, Nigel Collier, Michael Collins, Michael Con-
nor, Koby Crammer, Josep Maria Crego, Andras Csomai, Silviu Cucerzan, Walter Daelemans,
Hal Daume III, Adria de Gispert, Rodolfo Delmonte, Matthias Denecke, Maarten de Rijke, Mona
Diab, Ga¨el Dias, Phil Edmonds, Andreas Eisele, Noemie Elhadad, Katrin Erk, Afsaneh Fazly,
Marcello Federico, Radu Florian, George Foster, Alex Fraser, Pascale Fung, Jianfeng Gao, Claire
Gardent, Dan Gildea, Jesus Gimenez, Roxana Girju, Natalie Glance, Sharon Goldwater, Gre-
gory Grefenstette, Trond Grenager, Iryna Gurevych, Joakim Gustafson, Jan Hajic, Keith Hall,


Prompt:
Jan Hajic, Keith Hall,
Sanda Harabagiu, Sasa Hasan, Vasileios Hatzivassiloglou, James Henderson, Iris Hendrickx, An-
drew Hickl, Graeme Hirst, Julia Hockenmaier, Thomas Hofmann, Veronique Hoste, David Hull,
Matthew Hurst, Rebecca Hwa, Martin Jansche, Mich`ele Jardino, Zhang Jie, Kristiina Jokinen,
Min-Yen Kan, Nikiforos Karamanis, Jussi Karlgren, Adam Kilgarriff, Katrin Kirchhoff, Dan
Klein, Alex Klemntiev, Kevin Knight, Philipp Koehn, Moshe Koppel, Roland Kuhn, Shankar
Kumar, Olivia Kwong, Patrik Lambert, Irene Langkilde-Geary, Philippe Langlaise, Guy Lapalme,
Yoong Keok Lee, Oliver Lemon, Roger Levy, Maggie Li, Chin-Yew Lin, Dekang Lin, Bing Liu,
Hugo Liu, Berenike Loos, Qin Lu, Klaus Macherey, Bernardo Magnini, Steven Maiorano, Igor
Malioutov, Gideon Mann, Christopher Manning, Daniel Marcu, Lluis Marquez, Jim Martin, David
Martinez, Yuji Matsumoto, Takuya Matsuzaki, Andrew McCallum, Diana McCarthy, Kathy McK-


Prompt:
Diana McCarthy, Kathy McK-
eown, I. Dan Melamed, Arul Menezes, Helen Meng, Eleni Miltsakaki, Sebastian Moeller, Jacques
Moeschler, Dan Moldovan, Christof Monz, Robert C. Moore, Rumen Moralyiski, Dragos Stefan
Munteanu, Gabriel Murray, Mikio Nakano, Alexis Nasr, Vivi Nastase, Roberto Navigli, Mark-Jan
Nederhof, Ani Nenkova, Andrew Ng, Hwee Tou Ng Vincent Ng, Grace Ngai, Nicolas Nicolov,
Malvina Nissim, Cheng Niu, Joakim Nivre, Franz Josef Och, Kemal Oﬂazer, Miles Osborne,
Sebastian Pado, Tim Paek, Becky Passonneau, Jon Patrick, Fuchun Peng, Gerald Penn, Fernando
Pereira, Fabio Pianesi, Joe Polifroni, Jay Ponte, Andrei Popescu-Belis, Robert Porzel, Oana Posto-
lache, Pascal Poupart, John Prager, John Prange, Rashmi Prasad, James Pustejovsky, Chris Quirk,
Steve Renals, German Rigau, Ellen Riloff, Brian Roark, Dan Roth, Alex Rudnicky, Marta Ruiz
Costa-juss´a, Fatiha Sadat, Kenji Sagae, Horacio Saggion, Franco Salvetti, Mark Sammons, Man-


Prompt:
Mark Sammons, Man-
abu Sassano, Charles Schafer, Holger Schwenk, Libin Shen, Wade Shen, Yihai Shen, Lei Shi,
Advaith Siddharthan, Candy Sidner, Michel Simard, Noam Slonim, Kevin Small, David Smith,
Noah Smith, Rion Snow, Caroline Sporleder, Mark Steedman, Amanda Stent, Suzanne Stevenson,
Veselin Stoyanov, Carlo Strapparava, Jian Su, Zhifang Sui, Mihai Surdeanu, Charles Sutton, Chew
Lim Tan, Franck Thollard, Christoph Tillmann, Kristina Toutanova, Roy Tromble, Huishin Tseng,
Jun’ichi Tsujii, Yoshimasa Tsuruoka, Dan Tuﬁs, Peter Turney, Nicola Uefﬁng, Takehito Utsuro,
Kees Van Deemter, Antal van den Bosch, Sebastian Varges, Ashish Venugopal, David Vilar, Jean-
Yves Vion-Dury, Stephan Vogel, Chao Wang, Haifeng Wang, Taro Watanabe, Andy Way, Bonnie
Webber, Michael White, Janyce Wiebe, Jason Williams, Theresa Wilson, Dekai Wu, Peng Xu,
XiaoFeng Yang, Deniz Yuret, Richard Zens, Tong Zhang, Jun Zhao, GuoDong Zhou, Liang Zhou,


Prompt:
GuoDong Zhou, Liang Zhou,
Ming Zhou, Michael Zock, Andreas Zollmann, Hans-Peter Zorn, Ingrid Zukerman


Prompt:
GuoDong Zhou, Liang Zhou,
Ming Zhou, Michael Zock, Andreas Zollmann, Hans-Peter Zorn, Ingrid Zukerman
xii


Prompt:
Organizers
Program Chair:
Jason Eisner, Johns Hopkins University
Area Chairs:
David Chiang, USC Information Sciences Institute
Alexander Clark, Royal Holloway University of London
Michael Collins, Massachusetts Institute of Technology
Hal Daum´e III, University of Utah
Sanjeev Khudanpur, Johns Hopkins University
Katrin Kirchhoff, University of Washington
Dekang Lin, Google Inc.
Manabu Okumura, Tokyo Institute of Technology
Anoop Sarkar, Simon Fraser University
Suzanne Stevenson, University of Toronto
Tomek Strzalkowski, SUNY Albany
Carlo Strapparava, Istituto Trentino di Cultura
Hans Uszkoreit, Saarland University DFKI
Menno van Zaanen, Macquarie University
Marilyn Walker, University of Shefﬁeld
Janyce Wiebe, University of Pittsburgh
CoNLL Shared Task Organizers:
Joakim Nivre, V¨axj¨o University and Uppsala University (chair)
Johan Hall, V¨axj¨o University
Sandra K¨ubler, Indiana University
Ryan McDonald, Google Inc.
Jens Nilsson, V¨axj¨o University


Prompt:
V¨axj¨o University
Sebastian Riedel, University of Edinburgh
Deniz Yuret, Koc¸ University
Local Arrangements Chair:
Jan Hajic, Charles University
Publications Chair:
Eric Ringger, Brigham Young University
v

Reviewers:
John Aberdeen, Pieter Adriaans, Eugene Agichtein, Eneko Agirre, Gregory Aist, Enrique Alfon-
seca, Rie Ando, Necip Fazil Ayan, Leif Azzopardi;
Srinivas Bangalore, Marco Baroni, Regina Barzilay, Roberto Basili, Sugato Basu, Ron Bekker-
man, Anja Belz, Sabine Bergler, Shane Bergsma, Dan Bikel, Misha Bilenko, Dave Blei, John
Blitzer, Rens Bod, Bernd Bohnet, Johan Bos, Thorsten Brants, Eric Breck, Chris Brew, David
Brooks, Charles Brown, Wray Buntine, John Burger;
Janet Cahn, Giuseppe Carenini, Xavier Carreras P´erez, Neus Catal`a, Damir ´Cavar, Joyce Chai,
Yee Seng Chan, Jason Chang, Ciprian Chelba, Hsin-Hsi Chen, Stanley Chen, Colin Cherry,
Yejin Choi, Jennifer Chu-Carroll, Grace Chung, Ken Church, Massimiliano Ciaramita, Alexander


Prompt:
Alexander
Clark, Stephen Clark, John Coleman, Paul Cook, Christophe Costa Florˆencio, Mathias Creutz,
Dan Cristea, Andr´as Csomai, Elsa Cubel, Silviu Cucerzan, Aron Culotta, James Curran;
Walter Daelemans, Robert Dale, R. I. Damper, Hal Daum´e III, Eric Villemonte de la Clergerie,
Maarten de Rijke, Christy Doran, Mark Dras, Amit Dubey, Kevin Duh;
Phil Edmonds, No´emie Elhadad, T. Mark Ellison, Ahmad Emami, Katrin Erk, David Evans,
R´emi Eyraud;
Afsaneh Fazly, Marcello Federico, Karim Filali, Jenny Finkel, Kate Forbes-Riley, Eric Fosler-
Lussier, George Foster, Mary Ellen Foster, Alexander Fraser, Dayne Freitag, Atsushi Fujii, Sean
Fulop, Pascale Fung;
Tamas Gaal, Evgeniy Gabrilovich, Michel Galley, Michael Gamon, Claire Gardent, Jeroen Geertzen,
Dale Gerdemann, Ulrich Germann, Daniel Gildea, Roxana Girju, John Goldsmith, Jade Gold-
stein, Sharon Goldwater, Cyril Goutte, Mark Greenwood, Gregory Grefenstette, Tom Grifﬁths,
Iryna Gurevych;


Prompt:
Iryna Gurevych;
Kadri Hacioglu, Aria Haghighi, Udo Hahn, Jan Hajic, Dilek Hakkani-T¨ur, Keith Hall, Susan
Haller, Hilda Hardy, Mary Harper, Mary Hearne, Marti Hearst, Peter Heeman, James Hender-
son, John Henderson, Mark Hepple, Ryuichiro Higashinaka, Tsutomu Hirao, Graeme Hirst, Julia
Hockenmaier, Chu-Ren Huang, Liang Huang, Annette Hulth, Rebecca Hwa;
Diana Inkpen, Kentaro Inui, Abe Ittycheriah;
Martin Jansche, Valentin Jijkoun, Mark Johnson, Kristiina Jokinen;
Min-Yen Kan, Hiroshi Kanayama, Damianos Karakos, Lauri Karttunen, Rohit Kate, Frank Keller,
Andr´e Kempe, Adam Kilgarriff, Soo-Min Kim, George Kiraz, Katrin Kirchhoff, Chunyu Kit,
Kevin Knight, Alistair Knott, Philipp Koehn, Rob Koeling, Alexander Koller, Grzegorz Kon-
drak, Stasinos Konstantopoulos, Terry Koo, Moshe Koppel, Anna Korhonen, Andr´as Kornai,
Kimmo Koskenniemi, Sandra K¨ubler, Roland Kuhn, Shankar Kumar, Hong-Kwang Kuo, Sadao
Kurohashi;
vi


Prompt:
Kurohashi;
vi

Philippe Langlais, Guy Lapalme, Mirella Lapata, Eric Laporte, Staffan Larsson, Geunbae Lee,
Lillian Lee, Oliver Lemon, Lori Levin, Roger Levy, Hang Li, Wei Li, Chin-Yew Lin, Ying Lin,
Bing Liu, Yang Liu, Adam Lopez, Saturnino Luz, Caroline Lyon;
Bernardo Magnini, Milind Mahajan, Fran cois Mairesse, Suresh Manandhar, Lidia Mangu, Gideon
Mann, Christopher Manning, Daniel Marcu, Mitchell Marcus, Katja Markert, David Martinez,
Yuji Matsumoto, Takuya Matsuzaki, Irina Matveeva, John Maxwell, David McClosky, Ryan Mc-
Donald, Susan McRoy, Helen Meng, Wolfgang Menzel, Detmar Meurers, Rada Mihalcea, Eleni
Miltsakaki, Gilad Mishne, Yusuke Miyao, Marie-Francine Moens, Saif Mohammad, Mehryar
Mohri, Christof Monz, Robert Moore, Tatsunori Mori, Alessandro Moschitti, Karin M¨uller, Dra-
gos Stefan Munteanu;
Vivi Nastase, Roberto Navigli, Mark-Jan Nederhof, Ani Nenkova, Hwee Tou Ng, Grace Ngai,
Patrick Nguyen, Vincent Ng, Malvina Nissim, Cheng Niu, Joakim Nivre, Tadashi Nomoto, David


Prompt:
Tadashi Nomoto, David
Novick;
Tim Oates, Franz Och, Kemal Oﬂazer, Paul Ogilvie, Miles Osborne;
Sebastian Pad´o, Tim Paek, Chris Pal, David Palmer, Martha Palmer, Bo Pang, Patrick Pantel,
Marius Pasca, Rebecca Passonneau, Slav Petrov, Fabio Pianesi, Paul Piwek, Ferran Pla, Massimo
Poesio, Richard Power, David Powers, Sameer Pradhan, Rashmi Prasad, Adam Przepi´orkowski,
Stephen Pulman, Vasin Punyakanok, Matthew Purver;
Yan Qu, Chris Quirk;
Owen Rambow, Deepak Ravichandran, Giuseppe Riccardi, Sebastian Riedel, Stefan Riezler, Ger-
man Rigau, Ellen Riloff, Sophie Rosset;
Kenji Sagae, Magnus Sahlgren, Helmut Schmid, Patrick Schone, Sabine Schulte im Walde, Tanja
Schultz, Dale Schuurmans, Holger Schwenk, Fr´ed´erique Segond, Satoshi Sekine, Izhak Shafran,
Libin Shen, Khalil Sima’an, Michel Simard, Wojciech Skut, David A. Smith, Noah A. Smith,
Rion Snow, Stephen Soderland, Swapna Somasundaran, Radu Soricut, Caroline Sporleder, Richard


Prompt:
Caroline Sporleder, Richard
Sproat, Padmini Srinivasan, Brad Starkie, Manfred Stede, Mark Steedman, Mark Stevenson,
Matthew Stone, Veselin Stoyanov, Carlo Strapparava, Michael Strube, Jian Su, Maosong Sun,
Mihai Surdeanu, Charles Sutton, Hisami Suzuki, Jun Suzuki, Marc Swerts, Stan Szpakowicz;
Maite Taboada, Hiroya Takamura, Isabelle Tellier, Joel Tetreault, Simone Teufel, Mari¨et The-
une, Franck Thollard, Christoph Tillmann, Kristina Toutanova, Vivian Tsang, Jun’ichi Tsujii,
Dan Tuﬁs;
Nicola Uefﬁng, Ozlem Uzuner;
Antal van den Bosch, Ashish Venugopal, Renata Vieira, Marc Vilain, Bego˜na Villada Moir´on,
Aline Villavicencio, Carl Vogel, Stephan Vogel, Piek Vossen;
vii

Qin Wang, Shaojun Wang, Wei Wang, Wen Wang, Ye-Yi Wang, Wayne Ward, Taro Watanabe,
Andy Way, Nick Webb, Bonnie Webber, Ralph Weischedel, Edward Whittaker, Richard Wicen-
towski, Yorick Wilks, Theresa Wilson, Shuly Wintner, Dekai Wu, Xiaoyun Wu;
Aris Xanthos, Fei Xia, Eric Xing, Feiyu Xu, Peng Xu;
Scott Wen-tau Yih;


Prompt:
Scott Wen-tau Yih;
Fabio Zanzotto, Richard Zens, ChengXiang Zhai, Hao Zhang, Tong Zhang, Ying Zhang, Shu-
bin Zhao, Guoding Zhou, Liang Zhou, Jerry Zhu, Michael Zock, Jelle Zuidema
CoNLL Shared Task Reviewers:
Jason Baldridge, Sabine Buchholz, James Clarke, G¨uls¸en Eryi˘git, Kilian Evang, Johan Hall,
Julia Hockenmaier, Yuval Krymolowski, Sandra K¨ubler, Erwin Marsi, Ryan McDonald, Be´ata
Megyesi, Jens Nilsson, Joakim Nivre, Sebastian Riedel, Yannick Versley, Alexander Yeh, Deniz
Yuret


Prompt:
Scott Wen-tau Yih;
Fabio Zanzotto, Richard Zens, ChengXiang Zhai, Hao Zhang, Tong Zhang, Ying Zhang, Shu-
bin Zhao, Guoding Zhou, Liang Zhou, Jerry Zhu, Michael Zock, Jelle Zuidema
CoNLL Shared Task Reviewers:
Jason Baldridge, Sabine Buchholz, James Clarke, G¨uls¸en Eryi˘git, Kilian Evang, Johan Hall,
Julia Hockenmaier, Yuval Krymolowski, Sandra K¨ubler, Erwin Marsi, Ryan McDonald, Be´ata
Megyesi, Jens Nilsson, Joakim Nivre, Sebastian Riedel, Yannick Versley, Alexander Yeh, Deniz
Yuret
viii


Prompt:
Program Co-Chairs:
Mirella Lapata, University of Edinburgh
Hwee Tou Ng, National University of Singapore
Area Chairs:
Eneko Agirre, University of the Basque Country
Srinivas Bangalore, AT&T Research
Noemie Elhadad, Columbia University
Radu Florian, IBM Research
Rebecca Hwa, University of Pittsburgh
Dan Klein, University of California at Berkeley
Hang Li, Microsoft Research
Mu Li, Microsoft Research
Jimmy Lin, University of Maryland
Chris Manning, Stanford University
Yuji Matsumoto, Nara Institute of Science and Technology
Mari Ostendorf, University of Washington
Bo Pang, Yahoo! Research
Chris Quirk, Microsoft Research
Ben Taskar, University of Pennsylvania
Local Arrangements Chair:
Priscilla Rasmussen
Publications Chair:
Sebastian Pad´o, Stanford University
v

Reviewers:
Meni Adler, Eugene Agichtein, Amr Ahmed, Yaser Al-Onaizan, Galen Andrew;
Peter Bailey, Timothy Baldwin, Carmen Banea, Roy Bar-Haim, Regina Barzilay, Roberto Basili,


Prompt:
Roberto Basili,
Cosmin Adrian Bejan, Anja Belz, Daniel Bikel, Misha Bilenko, Alexandra Birch, Alan Black,
Elizabeth Boschee, Jordan Boyd-Graber, Eric Breck, Peter Bruza, Ivan Bulyko, Razvan Bunescu,
Harry Bunt, John Burger, Bill Byrne, Donna Byron;
Chris Callison-Burch, Nicoletta Calzolari, Claire Cardie, Xavier Carreras, Vittorio Castelli, Neus
Catal`a, Dan Cer, ¨Ozg¨ur C¸etin, Nate Chambers, Pi-Chuan Chang, Eugene Charniak, Ciprian
Chelba, Hsin-Hsi Chen, Colin Cherry, David Chiang, Yejin Choi, Jennifer Chu-Carroll, Tat-Seng
Chua, Ken Church, Massimiliano Ciaramita, Alexander Clark, Stephen Clark, James Clarke,
Michael Collins, Koby Crammer, Mathias Creutz, Dan Cristea, Silviu Cucerzan, Hang Cui;
Jan Daciuk, Walter Daelemans, Sajib Dasgupta, Hal Daume, Marie-Catherine de Marneffe, Maarten
de Rijke, Steve DeNeefe, John DeNero, Mona Diab, Shilin Ding, Bill Dolan, Mark Dras, Mark
Dredze, Kevin Duh, Chris Dyer, Myroslava Dzikovska;


Prompt:
Myroslava Dzikovska;
Phil Edmonds, Jason Eisner, Michael Elhadad, Katrin Erk;
Hui Fang, Marcello Federico, Raquel Fernandez, Jenny Finkel, Alex Fraser, Marjorie Freedman,
Dayne Freitag, Atsushi Fujii, Pascale Fung;
Ryan Gabbard, Robert Gaizauskas, Michel Galley, Michael Gamon, Kuzman Ganchev, Jianfeng
Gao, Ruifang Ge, Darren Gergle, Ulrich Germann, Dan Gildea, Jonathan Ginzburg, Roxana
Girju, Amir Globerson, Sharon Goldwater, Joao Graca, Ralph Grishman;
Nizar Habash, Aria Haghighi, Udo Hahn, Dilek Hakkani-Tur, Keith Hall, Jirka Hana, Sanda
Harabagiu, Mary Harper, Mark Hasegawa-Johnson, Timothy Hazen, Xiaodong He, James Hen-
derson, John Henderson, Ulf Hermjakob, Andrew Hickl, Ryuichiro Higashinaka, Dustin Hillard,
Graeme Hirst, Julia Hockenmaier, Beth Ann Hockey, V´eronique Hoste, Wu Hua, Jimmy Huang,
Liang Huang;
Nancy Ide, Diana Inkpen, Hideki Isozaki, Abe Ittycheriah;
Heng Ji, Jing Jiang, Valentin Jijkoun, Howard Johnson, Mark Johnson, Rie Johnson, Kristiina


Prompt:
Rie Johnson, Kristiina
Jokinen, Pamela Jordan, Joemon Jose, Aravind Joshi;
Michael Kaisser, Min-Yen Kan, Hiroshi Kanayama, Noriko Kando, Nikiforos Karamanis, Ro-
hit Kate, Junichi Kazama, Frank Keller, Sanjeev Khudanpur, Katrin Kirchhoff, Kevin Knight,
Philipp Koehn, Alexander Koller, Terry Koo, Moshe Koppel, Valia Kordoni, Anna Korhonen,
Taku Kudo, Sandra Kuebler, Roland Kuhn, Alex Kulesza, Ravi Kumar, Shankar Kumar;
Simon Lacoste-Julien, Wai Lam, Philippe Langlais, Guy Lapalme, Guy Lebanon, Gary Geunbae
Lee, Lillian Lee, Gina Levow, Roger Levy, Chi-Ho Li, Xiao Li, Zhifei Li, Percy Liang, Ee-
Peng Lim, Kenneth Litkowski, Bing Liu, Yang Liu, Yang Liu, Karen Livescu, Jose Luis Vicedo,
Xiaoqiang Luo, Yajuan Lv;
vi

Bill MacCartney, Bernardo Magnini, Gideon Mann, Daniel Marcu, Katja Markert, David Mar-
tinez, Arne Mauser, Diana McCarthy, David McClosky, David McDonald, Ryan McDonald,
Kathy McKeown, Michael McTear, Arul Menezes, Donald Metzler, Rada Mihalcea, Gilad Mishne,


Prompt:
Gilad Mishne,
Teruko Mitamura, Diego Molla Aliod, Christof Monz, Robert Moore, Alessandro Moschitti;
Tetsuji Nakagawa, Satoshi Nakamura, Preslav Nakov, Vivi Nastase, Roberto Navigli, Ani Nenkova,
Vincent Ng, Grace Ngai, Patrick Nguyen, Gabriel Nicolae;
Franz Och, Kemal Oﬂazer, Arzucan ¨Ozg¨ur;
Sebastian Pad´o, Tim Paek, Martha Palmer, Patrick Pantel, Marius Pasca, Marco Pennacchiotti,
Slav Petrov, Joseph Picone, Ana-Maria Popescu, Victor Poznanski, Sameer Pradhan, John Prager,
Kathrin Probst, Vasin Punyakanok;
Tao Qin;
Dan Ramage, Owen Rambow, Deepak Ravichandran, Norbert Reithinger, Philip Resnik, German
Rigau, Hae-Chang Rim, Fabio Rinaldi, Brian Roark, Patrick Ruch;
Yoshinori Sagisaka, Magnus Sahlgren, Tetsuya Sakai, David Schlangen, Helmut Schmid, Hol-
ger Schwenk, Fr´ed´erique Segond, Yohei Seki, Satoshi Sekine, Stephanie Seneff, Izhak Shafran,
Libin Shen, Takahiro Shinozaki, Advaith Siddharthan, Khalil Sima’an, Manhung Siu, David


Prompt:
Manhung Siu, David
Smith, Noah Smith, Rion Snow, Dawei Song, Mark Steedman, Amanda Stent, Mark Stevenson,
Veselin Stoyanov, Michael Strube, Le Sun, Maosong Sun, Mihai Surdeanu, Charles Sutton, Stan
Szpakowicz, Idan Szpektor;
Hiroya Takamura, Partha Pratim Talukdar, Marta Tatu, Simone Teufel, Christoph Tillmann, Ivan
Titov, David Traum, Reut Tsarfaty, Huihsin Tseng, Junichi Tsujii, Dan Tuﬁs¸, G¨okhan T¨ur, Joseph
Turian, Evelyne Tzoukermann;
Kiyotaka Uchimoto, Takehito Utsuro;
Lucy Vanderwende, Stephan Vogel, Ellen Voorhees, Piek Vossen;
Stephen Wan, Qin Wang, Wei Wang, Wen Wang, Ye-Yi Wang, Taro Watanabe, Bonnie Webber,
David Weir, Ralph Weischedel, Michael White, Richard Wicentowski, Dominic Widdows, Jason
Williams, Theresa Wilson, Shuly Wintner, Yuk Wah Wong, Britta Wrede, Dekai Wu;
Fei Xia, Jinxi Xu, Jun Xu, Peng Xu, Guirong Xue;
Mei Yang, Qiang Yang, Scott Yih, Deniz Yuret;
Annie Zaenen, David Zajic, Richard Zens, Luke Zettlemoyer, Dongdong Zhang, Hao Zhang,


Prompt:
Dongdong Zhang, Hao Zhang,
Tong Zhang, Bing Zhao, Jing Zheng, GuoDong Zhou, Joe Zhou, Jerry Zhu, Imed Zitouni, Onno
Zoeter, Andreas Zollmann, Ingrid Zukerman, Geoff Zweig


Prompt:
Dongdong Zhang, Hao Zhang,
Tong Zhang, Bing Zhao, Jing Zheng, GuoDong Zhou, Joe Zhou, Jerry Zhu, Imed Zitouni, Onno
Zoeter, Andreas Zollmann, Ingrid Zukerman, Geoff Zweig
vii