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=ACL=
=ACL=
A few items are still missing. Please help complete this table and link papers to PDFs in the [http://www.aclweb.org/anthology/ ACL Anthology].


{| border="1" cellspacing="0" cellpadding="5"
{| border="1" cellspacing="0" cellpadding="5"
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|2001
|2001
|Eugene Charniak
|Eugene Charniak
|Immediate-head parsing for language modeling  
|[http://www.aclweb.org/anthology/P01-1017 Immediate-head parsing for language modeling]
|-
|-
|2001
|2001
|Ulrich Germann et. al.  
|Ulrich Germann, Michael Jahr, Kevin Knight, Daniel Marcu, and Kenji Yamada
|Fast Decoding and Optimal Decoding for Machine Translation
|[http://www.aclweb.org/anthology/P01-1030 Fast Decoding and Optimal Decoding for Machine Translation]
|-
|-
|2002
|2002
|Franz Och and Hermann Ney
|Franz Och and Hermann Ney
|Discriminative Traing and Maximum Entropy Models for Statistical Machine Translation
|[http://www.aclweb.org/anthology/P02-1038 Discriminative Training and Maximum Entropy Models for Statistical Machine Translation]
|-
|-
|2003
|2003
|Dan Klein and Chris Manning
|Dan Klein and Chris Manning
|Accurate Unlexicalized Parsing
|[http://www.aclweb.org/anthology/P03-1054 Accurate Unlexicalized Parsing]
|-
|-
|2003
|2003
|Yukiko Nakano, Gabe Reinstein, Tom Stocky, and Justine Cassell
|Yukiko Nakano, Gabe Reinstein, Tom Stocky, and Justine Cassell
|Towards a Model of Face-to-Face Grounding
|[http://www.aclweb.org/anthology/P03-1070 Towards a Model of Face-to-Face Grounding]
|-
|-
|2004
|2004
|Diana McCarthy, Rob Koeling, Julie Weeds, and John Carroll
|Diana McCarthy, Rob Koeling, Julie Weeds, and John Carroll
|Finding Predominant Word Senses in Untagged Text
|[http://www.aclweb.org/anthology/P04-1036 Finding Predominant Word Senses in Untagged Text]
|-
|-
|2005
|2005
|David Chiang
|David Chiang
|A hierarchical phrase-based model for statistical machine translation
|[http://www.aclweb.org/anthology/P05-1033 A hierarchical phrase-based model for statistical machine translation]
|-
|-
|2006
|2006
|Rion Snow, Dan Jurafsky, and Andrew Y. Ng
|Rion Snow, Dan Jurafsky, and Andrew Y. Ng
|Semantic taxonomy induction from heterogenous evidence
|[http://www.aclweb.org/anthology/P06-1101 Semantic taxonomy induction from heterogenous evidence]
|-
|-
|2007
|2007
|Y. W. Wong and R. J. Mooney
|Y. W. Wong and R. J. Mooney
|Learning synchronous grammars for semantic parsing with lambda calculus
|[http://www.aclweb.org/anthology/P07-1121 Learning synchronous grammars for semantic parsing with lambda calculus]
|-
|-
|2008
|2008
|Liang Huang
|Liang Huang
|Forest Reranking: Discriminative Parsing with Non-Local Features
|[http://www.aclweb.org/anthology/P08-1067 Forest Reranking: Discriminative Parsing with Non-Local Features]
|-
|2008
|Libin Shen, Jinxi Xu and Ralph Weischedel
|[http://www.aclweb.org/anthology/P08-1066 A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model]
|-
|-
|2009
|2009
|Andre Martins, Noah Smith and Eric Xing
|Andre Martins, Noah Smith and Eric Xing
|Concise Integer Linear Programming Formulations for Dependency Parsing
|[http://www.aclweb.org/anthology/P09-1039 Concise Integer Linear Programming Formulations for Dependency Parsing]
|-
|-
|2009
|2009
|S.R.K. Branavan, Harr Chen, Luke Zettlemoyer and Regina Barzilay
|S.R.K. Branavan, Harr Chen, Luke Zettlemoyer and Regina Barzilay
|Reinforcement Learning for Mapping Instructions to Actions
|[http://www.aclweb.org/anthology/P09-1010 Reinforcement Learning for Mapping Instructions to Actions]
|-
|-
|2009
|2009
|Adam Pauls and Dan Klein
|Adam Pauls and Dan Klein
|K-Best A* Parsing  
|[http://www.aclweb.org/anthology/P09-1108 K-Best A* Parsing]
|-
|2010 (Long)
|Matthew Gerber and Joyce Chai
|[http://www.aclweb.org/anthology/P10-1160 Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates]
|-
|2010 (Short)
|Michael Lamar, Yariv Maron, Mark Johnson and Elie Bienenstock
|[http://www.aclweb.org/anthology/P10-2040 SVD and Clustering for Unsupervised POS Tagging]
|-
|2010 (Student)
|David Elson,  Nicholas Dames and Kathleen McKeown
|[http://www.aclweb.org/anthology/P10-1015 Extracting Social Networks from Literary Fiction]
|-
|2011
|Dipanjan Das and Slav Petrov
|[http://www.aclweb.org/anthology/P11-1061 Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections]
|-
|2012 (Long)
|Hiroyuki Shindo, Yusuke Miyao, Akinori Fujino and Masaaki Nagata
|[http://www.aclweb.org/anthology/P12-1046 Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing]
|-
|2012 (Student)
|Fan Bu, Hang Li and Xiaoyan Zhu
|[http://www.aclweb.org/anthology/P12-1047 String Re-writing Kernel]
|-
|2013
|Haonan Yu and Jeffrey Mark Siskind
|[http://www.aclweb.org/anthology/P13-1006 Grounded Language Learning from Video Described with Sentences]
|-
|2013 (Student)
|Abdellah Fourtassi and Emmanuel Dupoux
|[http://www.aclweb.org/anthology/P13-3024 A corpus-based evaluation method for Distributional Semantic Models]
|-
|2014
|Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz and John Makhoul
|[http://www.aclweb.org/anthology/P14-1129 Fast and Robust Neural Network Joint Models for Statistical Machine Translation]
|-
|2014 (Short)
|Jean Mark Gawron
|[http://www.aclweb.org/anthology/P14-2049 Improving sparse word similarity models with asymmetric similarity measures]
|-
|2014 (Student)
|Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay and Tommi Jaakkola
|[http://www.aclweb.org/anthology/P14-1130 Low-Rank Tensors for Scoring Dependency Structures]
|-
|2015
|Yvette Graham
|[https://www.aclweb.org/anthology/E17-2057/ Improving Evaluation of Machine Translation Quality Estimation]
|-
|2015
|Emma Strubell, Luke Vilnis, Kate Silverstein, Andrew McCallum,
|[https://www.aclweb.org/anthology/P15-1015/ Learning Dynamic Feature Selection for Fast Sequential Prediction]
|-
|2016
|E.Dario Gutiérrez, Roger Levy, Benjamin Bergen
|[https://www.aclweb.org/anthology/P16-1225/ Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression]
|-
|2017
|Ryan Cotterell, Jason Eisner
|[https://www.aclweb.org/anthology/P17-1109/ Probabilistic Typology: Deep Generative Models of Vowel Inventories]
|-
|2018
|John Hale, Chris Dyer, Adhiguna Kuncoro, Jonathan Brennan
|[https://www.aclweb.org/anthology/P18-1254/ Finding syntax in human encephalography with beam search]
|-
|2018
|Sudha Rao and Hal Daumé III
|[https://aclanthology.org/P18-1255/ Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information]
|-
|2018
|Andre Cianflone, Yulan Feng, Jad Kabbara and Jackie Chi Kit Cheung
|[https://aclanthology.org/P18-1256/ Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers]
|-
|2019
|Wen Zhang, Yang Feng, Fandong Meng, Di You and Qun Liu
|[https://www.aclweb.org/anthology/P19-1426/ Bridging the Gap between Training and Inference for Neural Machine Translation]
|-
|-
|}
|}
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|'''Author'''
|'''Author'''
|'''Paper Title'''
|'''Paper Title'''
|-
|2003
|missing
|
|-
|-
|2004
|2004
|Regina Barzilay, MIT, and Lillian Lee, Cornell
|Regina Barzilay, MIT, and Lillian Lee, Cornell
|Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization
|[http://www.aclweb.org/anthology/ Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization]
|-
|-
|2006
|2006
|Mehryar Mohri and Brian Roark
|Mehryar Mohri and Brian Roark
|Probabilistic Context-Free Grammar Induction Based on Structural Zeros
|[http://www.aclweb.org/anthology/N06-1040 Probabilistic Context-Free Grammar Induction Based on Structural Zeros]
|-
|-
|2006
|2006
|Aria Haghighi and Dan Klein
|Aria Haghighi and Dan Klein
|Prototype-Driven Learning for Sequence Models
|[http://www.aclweb.org/anthology/N06-1041 Prototype-Driven Learning for Sequence Models]
|-
|-
|2007
|2007
|Antti-Veikko Rosti, Bing Xiang, Spyros Matsoukas, Richard Schwartz, Necip Fazil Ayan and Bonnie Dorr
|Antti-Veikko Rosti, Bing Xiang, Spyros Matsoukas, Richard Schwartz, Necip Fazil Ayan and Bonnie Dorr
|Combining Outputs from Multiple Machine Translation Systems
|[http://www.aclweb.org/anthology/N07-1029 Combining Outputs from Multiple Machine Translation Systems]
|-
|2008
|missing
|
|-
|-
|2009
|2009
|Hoifung Poon, Colin Cherry and Kristina Toutanova
|Hoifung Poon, Colin Cherry and Kristina Toutanova
|Unsupervised Morphological Segmentation with Log-Linear Models
|[http://www.aclweb.org/anthology/N09-1024 Unsupervised Morphological Segmentation with Log-Linear Models]
|-
|-
|2009
|2009
|David Chiang, Kevin Knight and Wei Wang
|David Chiang, Kevin Knight and Wei Wang
|11,001 New Features for Statistical Machine Translation
|[http://www.aclweb.org/anthology/N09-1025 11,001 New Features for Statistical Machine Translation]
|}
|-
|2010 (long)
|Aria Haghighi and Dan Klein
|[http://www.aclweb.org/anthology/N10-1061 Coreference Resolution in a Modular, Entity-Centered Model]
|-
|2010 (short)
|Jennifer Foster
|[http://www.aclweb.org/anthology/N10-1060 “cba to check the spelling”: Investigating Parser Performance on Discussion Forum Posts]
|-
|2012 (full)
|Alexander Rush and Slav Petrov
|[http://www.aclweb.org/anthology/N12-1054 Vine Pruning for Efficient Multi-Pass Dependency Parsing]
|-
|2012 (short)
|Jacob Devlin and Spyros Matsoukas
|[http://www.aclweb.org/anthology/N12-1059 Trait-Based Hypothesis Selection for Machine Translation]
|-
|2012 (student)
|Oscar Taeckstroem, Ryan McDonald and Jakob Uszkoreit
|[http://www.aclweb.org/anthology/N12-1052 Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure]
|-
|2013 (full)
|no award given
|
|-
|2013 (short)
|Marta Recasens, Marie-Catherine de Marneffe and Christopher Potts
|[http://www.aclweb.org/anthology/N13-1071 The Life and Death of Discourse Entities: Identifying Singleton Mentions]
|-
|2013 (student)
|Bradley Hauer and Greg Kondrak
|[http://www.aclweb.org/anthology/N13-1072 Automatic Generation of English Respellings]
|-
|2015 (long)
|Radu Soricut and Franz Och
|[http://aclweb.org/anthology/N/N15/N15-1186.pdf Unsupervised Morphology Induction Using Word Embeddings]
|-
|2015 (student)
|Vinodh Krishnan and Jacob Eisenstein
|[http://aclweb.org/anthology/N/N15/N15-1185.pdf "You’re Mr. Lebowski, I’m the Dude”: Inducing Address Term Formality in Signed Social Networks]
|-
|2015 (student)
|Manaal Faruqui, Jesse Dodge, Sujay Kumar Jauhar, Chris Dyer, Eduard Hovy, Noah A. Smith
|[http://aclweb.org/anthology/N/N15/N15-1184.pdf Retrofitting Word Vectors to Semantic Lexicons]
|-
|2016
|Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan Boyd-Graber and Hal Daumé III
|[https://www.aclweb.org/anthology/N16-1180/ Feuding Families and Former Friends; Unsupervised Learning for Dynamic Fictional Relationships]
|-
|2016
|Jacob Andreas, Marcus Rohrbach, Trevor Darrell and Dan Klein
|[https://www.aclweb.org/anthology/N16-1181/ Learning to Compose Neural Networks for Question Answering]
|-
|2018
|Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer
|[https://www.aclweb.org/anthology/N18-1202/  Deep contextualized word representations]
|-
|2019
|Jacob Devlin, Ming-Wei Chang, Kenton Lee and Kristina Toutanova
|[https://www.aclweb.org/anthology/N19-1423/ BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding]
|-
|}


=EMNLP=
=EMNLP=
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|2002
|2002
|Michael Collins
|Michael Collins
|Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
|[http://www.aclweb.org/anthology/W02-1001 Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms]
|-
|-
|2002
|2002
|Frank Keller, Maria Lapata, and Olga Ourioupina
|Frank Keller, Maria Lapata, and Olga Ourioupina
|Using the Web to Overcome Data Sparseness
|[http://www.aclweb.org/anthology/W02-1030 Using the Web to Overcome Data Sparseness]
|-
|-
|2003
|2003
|Peng Xu, Ahmad Emami and Frederick Jelinek
|Peng Xu, Ahmad Emami and Frederick Jelinek
|Training Connectionist Models for the Structured Language Model
|[http://www.aclweb.org/anthology/W03-1021 Training Connectionist Models for the Structured Language Model]
|-
|-
|2004
|2004
|Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, and Christopher Manning
|Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, and Christopher Manning
|Max-Margin Parsing
|[http://www.aclweb.org/anthology/W04-3201 Max-Margin Parsing]
|-
|-
|2005 (best student paper)
|2005 (best student paper)
|Ryan McDonald, Fernando Pereira, Kiril Ribarov and Jan Hajic
|Ryan McDonald, Fernando Pereira, Kiril Ribarov and Jan Hajic
|Non-Projective Dependency Parsing using Spanning Tree Algorithms
|[http://www.aclweb.org/anthology/H05-1066 Non-Projective Dependency Parsing using Spanning Tree Algorithms]
|-
|-
|2006
|2006
Line 133: Line 268:
|2007
|2007
|James Clarke and Maria Lapata
|James Clarke and Maria Lapata
|Modelling Compression with Discourse Constraints
|[http://www.aclweb.org/anthology/D07-1001 Modelling Compression with Discourse Constraints]
|-
|-
|2008
|2008
|missing
|no award given
|
|
|-
|-
|2009
|2009
|Hoifung Poon and Pedro Domingos
|Hoifung Poon and Pedro Domingos
|Unsupervised semantic parsing
|[http://www.aclweb.org/anthology/D09-1001 Unsupervised semantic parsing]
|-
|2010
|Terry Koo, Alexander M. Rush, Michael Collins, Tommi Jaakkola, and David Sontag
|[http://www.aclweb.org/anthology/D10-1125 Dual Decomposition for Parsing with Non-Projective Head Automata]
|-
|2011
|Wei Lu and Hwee Tou Ng
|[http://www.aclweb.org/anthology/D11-1149 A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions]
|-
|2012
|Annie Louis and Ani Nenkova
|[http://www.aclweb.org/anthology/D12-1106 A Coherence Model Based on Syntactic Patterns]
|-
|2013
|Valentin Spitkovsky, Hiyan Alshawi and Daniel Jurafsky
|[http://www.aclweb.org/anthology/D13-1204 Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction]
|-
|2014
|Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Peter Clark and Christopher D. Manning
|[https://www.aclweb.org/anthology/D14-1159/ Modeling Biological Processes for Reading Comprehension]
|-
|2015
|Yoav Artzi, Kenton Lee and Luke Zettlemoyer
|[https://www.aclweb.org/anthology/D15-1198/ Broad-coverage CCG Semantic Parsing with AMR]
|-
|2015
|Tsung-Hsien Wen, Milica Gasic, Nikola Mrkši´c, Pei-Hao Su, David Vandyke and Steve Young
|[https://www.aclweb.org/anthology/D15-1199/ Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems]
|-
|2016
|Karthik Narasimhan, Adam Yala and Regina Barzilay
|[https://www.aclweb.org/anthology/D16-1261/ Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning]
|-
|2016
|Kenton Lee, Mike Lewis and Luke Zettlemoyer
|[https://www.aclweb.org/anthology/D16-1262/ Global Neural CCG Parsing with Optimality Guarantees]
|-
|2017
|Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez and Kai-Wei Chang
|[https://www.aclweb.org/anthology/D17-1323/ Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints]
|-
|2017
|Andrew Yates, Arman Cohan and Nazli Goharian
|[https://www.aclweb.org/anthology/D17-1322/ Depression and Self-Harm Risk Assessment in Online Forums]
|-
|2018
|Emma Strubell, Patrick Verga, Daniel Andor, David Weiss and Andrew McCallum
|[https://www.aclweb.org/anthology/D18-1548/ Linguistically-Informed Self-Attention for Semantic Role Labeling]
|-
|2019
|Xiang Lisa Li and Jason Eisner
|[https://www.aclweb.org/anthology/D19-1276/ Specializing Word Embeddings (for Parsing) by Information Bottleneck]
|-
|}
 
=IJCNLP=
{| border="1" cellspacing="0" cellpadding="5"
|'''Year'''
|'''Author'''
|'''Paper Title'''
|-
|2005
|John Carroll and Stephan Oepen
|[http://www.aclweb.org/anthology/I05-1015 High Efficiency Realization for a Wide-Coverage Unification Grammar]
|-
|2009
|Andre Martins, Noah Smith and Eric Xing
|[http://www.aclweb.org/anthology/P09-1039 Concise Integer Linear Programming Formulations for Dependency Parsing]
|-
|2009
|S.R.K. Branavan, Harr Chen, Luke Zettlemoyer and Regina Barzilay
|[http://www.aclweb.org/anthology/P09-1010 Reinforcement Learning for Mapping Instructions to Actions]
|-
|2009
|Adam Pauls and Dan Klein
|[http://www.aclweb.org/anthology/P09-1108 K-Best A* Parsing]
|-
|2011
|Caecilia Zirn, Mathias Niepert, Heiner Stuckenschmidt, and Michael Strube
|[http://www.aclweb.org/anthology/I11-1038 Fine-Grained Sentiment Analysis with Structural Features]
|-
|2011
|Siva Reddy, Ioannis Klapaftis, Diana McCarthy and Suresh Manandhar
|[http://www.aclweb.org/anthology/I11-1079 Dynamic and Static Prototype Vectors for Semantic Composition]
|-
|2013
|Houda Bouamor, Behrang Mohit and Kemal Oflazer
|[http://www.aclweb.org/anthology/I13-1031 SuMT: A Framework of Summarization and MT]
|-
|}
|}
[[Category:Awards]]

Latest revision as of 16:36, 5 July 2021

ACL

A few items are still missing. Please help complete this table and link papers to PDFs in the ACL Anthology.

Year Author Paper Title
2001 Eugene Charniak Immediate-head parsing for language modeling
2001 Ulrich Germann, Michael Jahr, Kevin Knight, Daniel Marcu, and Kenji Yamada Fast Decoding and Optimal Decoding for Machine Translation
2002 Franz Och and Hermann Ney Discriminative Training and Maximum Entropy Models for Statistical Machine Translation
2003 Dan Klein and Chris Manning Accurate Unlexicalized Parsing
2003 Yukiko Nakano, Gabe Reinstein, Tom Stocky, and Justine Cassell Towards a Model of Face-to-Face Grounding
2004 Diana McCarthy, Rob Koeling, Julie Weeds, and John Carroll Finding Predominant Word Senses in Untagged Text
2005 David Chiang A hierarchical phrase-based model for statistical machine translation
2006 Rion Snow, Dan Jurafsky, and Andrew Y. Ng Semantic taxonomy induction from heterogenous evidence
2007 Y. W. Wong and R. J. Mooney Learning synchronous grammars for semantic parsing with lambda calculus
2008 Liang Huang Forest Reranking: Discriminative Parsing with Non-Local Features
2008 Libin Shen, Jinxi Xu and Ralph Weischedel A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model
2009 Andre Martins, Noah Smith and Eric Xing Concise Integer Linear Programming Formulations for Dependency Parsing
2009 S.R.K. Branavan, Harr Chen, Luke Zettlemoyer and Regina Barzilay Reinforcement Learning for Mapping Instructions to Actions
2009 Adam Pauls and Dan Klein K-Best A* Parsing
2010 (Long) Matthew Gerber and Joyce Chai Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates
2010 (Short) Michael Lamar, Yariv Maron, Mark Johnson and Elie Bienenstock SVD and Clustering for Unsupervised POS Tagging
2010 (Student) David Elson, Nicholas Dames and Kathleen McKeown Extracting Social Networks from Literary Fiction
2011 Dipanjan Das and Slav Petrov Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections
2012 (Long) Hiroyuki Shindo, Yusuke Miyao, Akinori Fujino and Masaaki Nagata Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing
2012 (Student) Fan Bu, Hang Li and Xiaoyan Zhu String Re-writing Kernel
2013 Haonan Yu and Jeffrey Mark Siskind Grounded Language Learning from Video Described with Sentences
2013 (Student) Abdellah Fourtassi and Emmanuel Dupoux A corpus-based evaluation method for Distributional Semantic Models
2014 Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz and John Makhoul Fast and Robust Neural Network Joint Models for Statistical Machine Translation
2014 (Short) Jean Mark Gawron Improving sparse word similarity models with asymmetric similarity measures
2014 (Student) Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay and Tommi Jaakkola Low-Rank Tensors for Scoring Dependency Structures
2015 Yvette Graham Improving Evaluation of Machine Translation Quality Estimation
2015 Emma Strubell, Luke Vilnis, Kate Silverstein, Andrew McCallum, Learning Dynamic Feature Selection for Fast Sequential Prediction
2016 E.Dario Gutiérrez, Roger Levy, Benjamin Bergen Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression
2017 Ryan Cotterell, Jason Eisner Probabilistic Typology: Deep Generative Models of Vowel Inventories
2018 John Hale, Chris Dyer, Adhiguna Kuncoro, Jonathan Brennan Finding syntax in human encephalography with beam search
2018 Sudha Rao and Hal Daumé III Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
2018 Andre Cianflone, Yulan Feng, Jad Kabbara and Jackie Chi Kit Cheung Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers
2019 Wen Zhang, Yang Feng, Fandong Meng, Di You and Qun Liu Bridging the Gap between Training and Inference for Neural Machine Translation

NAACL

Year Author Paper Title
2004 Regina Barzilay, MIT, and Lillian Lee, Cornell Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization
2006 Mehryar Mohri and Brian Roark Probabilistic Context-Free Grammar Induction Based on Structural Zeros
2006 Aria Haghighi and Dan Klein Prototype-Driven Learning for Sequence Models
2007 Antti-Veikko Rosti, Bing Xiang, Spyros Matsoukas, Richard Schwartz, Necip Fazil Ayan and Bonnie Dorr Combining Outputs from Multiple Machine Translation Systems
2009 Hoifung Poon, Colin Cherry and Kristina Toutanova Unsupervised Morphological Segmentation with Log-Linear Models
2009 David Chiang, Kevin Knight and Wei Wang 11,001 New Features for Statistical Machine Translation
2010 (long) Aria Haghighi and Dan Klein Coreference Resolution in a Modular, Entity-Centered Model
2010 (short) Jennifer Foster “cba to check the spelling”: Investigating Parser Performance on Discussion Forum Posts
2012 (full) Alexander Rush and Slav Petrov Vine Pruning for Efficient Multi-Pass Dependency Parsing
2012 (short) Jacob Devlin and Spyros Matsoukas Trait-Based Hypothesis Selection for Machine Translation
2012 (student) Oscar Taeckstroem, Ryan McDonald and Jakob Uszkoreit Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure
2013 (full) no award given
2013 (short) Marta Recasens, Marie-Catherine de Marneffe and Christopher Potts The Life and Death of Discourse Entities: Identifying Singleton Mentions
2013 (student) Bradley Hauer and Greg Kondrak Automatic Generation of English Respellings
2015 (long) Radu Soricut and Franz Och Unsupervised Morphology Induction Using Word Embeddings
2015 (student) Vinodh Krishnan and Jacob Eisenstein "You’re Mr. Lebowski, I’m the Dude”: Inducing Address Term Formality in Signed Social Networks
2015 (student) Manaal Faruqui, Jesse Dodge, Sujay Kumar Jauhar, Chris Dyer, Eduard Hovy, Noah A. Smith Retrofitting Word Vectors to Semantic Lexicons
2016 Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan Boyd-Graber and Hal Daumé III Feuding Families and Former Friends; Unsupervised Learning for Dynamic Fictional Relationships
2016 Jacob Andreas, Marcus Rohrbach, Trevor Darrell and Dan Klein Learning to Compose Neural Networks for Question Answering
2018 Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer Deep contextualized word representations
2019 Jacob Devlin, Ming-Wei Chang, Kenton Lee and Kristina Toutanova BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

EMNLP

Year Author Paper Title
2002 Michael Collins Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
2002 Frank Keller, Maria Lapata, and Olga Ourioupina Using the Web to Overcome Data Sparseness
2003 Peng Xu, Ahmad Emami and Frederick Jelinek Training Connectionist Models for the Structured Language Model
2004 Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, and Christopher Manning Max-Margin Parsing
2005 (best student paper) Ryan McDonald, Fernando Pereira, Kiril Ribarov and Jan Hajic Non-Projective Dependency Parsing using Spanning Tree Algorithms
2006 no award given
2007 James Clarke and Maria Lapata Modelling Compression with Discourse Constraints
2008 no award given
2009 Hoifung Poon and Pedro Domingos Unsupervised semantic parsing
2010 Terry Koo, Alexander M. Rush, Michael Collins, Tommi Jaakkola, and David Sontag Dual Decomposition for Parsing with Non-Projective Head Automata
2011 Wei Lu and Hwee Tou Ng A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions
2012 Annie Louis and Ani Nenkova A Coherence Model Based on Syntactic Patterns
2013 Valentin Spitkovsky, Hiyan Alshawi and Daniel Jurafsky Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction
2014 Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Peter Clark and Christopher D. Manning Modeling Biological Processes for Reading Comprehension
2015 Yoav Artzi, Kenton Lee and Luke Zettlemoyer Broad-coverage CCG Semantic Parsing with AMR
2015 Tsung-Hsien Wen, Milica Gasic, Nikola Mrkši´c, Pei-Hao Su, David Vandyke and Steve Young Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
2016 Karthik Narasimhan, Adam Yala and Regina Barzilay Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning
2016 Kenton Lee, Mike Lewis and Luke Zettlemoyer Global Neural CCG Parsing with Optimality Guarantees
2017 Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez and Kai-Wei Chang Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
2017 Andrew Yates, Arman Cohan and Nazli Goharian Depression and Self-Harm Risk Assessment in Online Forums
2018 Emma Strubell, Patrick Verga, Daniel Andor, David Weiss and Andrew McCallum Linguistically-Informed Self-Attention for Semantic Role Labeling
2019 Xiang Lisa Li and Jason Eisner Specializing Word Embeddings (for Parsing) by Information Bottleneck

IJCNLP

Year Author Paper Title
2005 John Carroll and Stephan Oepen High Efficiency Realization for a Wide-Coverage Unification Grammar
2009 Andre Martins, Noah Smith and Eric Xing Concise Integer Linear Programming Formulations for Dependency Parsing
2009 S.R.K. Branavan, Harr Chen, Luke Zettlemoyer and Regina Barzilay Reinforcement Learning for Mapping Instructions to Actions
2009 Adam Pauls and Dan Klein K-Best A* Parsing
2011 Caecilia Zirn, Mathias Niepert, Heiner Stuckenschmidt, and Michael Strube Fine-Grained Sentiment Analysis with Structural Features
2011 Siva Reddy, Ioannis Klapaftis, Diana McCarthy and Suresh Manandhar Dynamic and Static Prototype Vectors for Semantic Composition
2013 Houda Bouamor, Behrang Mohit and Kemal Oflazer SuMT: A Framework of Summarization and MT
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