| Year | Title | Authors |
|---|---|---|
| 2018 | Finding syntax in human encephalography with beam search | John Hale, Cornell University Chris Dyer, DeepMind Adhiguna Kuncoro, University of Oxford Jonathan R. Brennan, University of Michigan |
| 2017 | Probabilistic Typology: Deep Generative Models of Vowel Inventories | Ryan Cotterell & Jason Eisner, Johns Hopkins University |
| 2016 | Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression | E. Darío Gutiérrez, University of California Berkeley Roger Levy, Massachusetts Institute of Technology Benjamin K. Bergen, University of California San Diego |
| 2015 | Improving Evaluation of Machine Translation Quality Estimation | Yvette Graham, Trinity College Dublin |
| 2015 | Learning Dynamic Feature Selection for Fast Sequential Prediction | Emma Strubell, University of Massachusetts Amherst Luke Vilnis, University of Massachusetts Amherst Kate Silverstein, University of Massachusetts Amherst Andrew McCallum, University of Massachusetts Amherst |
| 2014 | Fast and Robust Neural Network Joint Models for Statistical Machine Translation | Jacob Devlin, Raytheon BBN Technologies Rabih Zbib, Raytheon BBN Technologies Zhongqiang Huang, Raytheon BBN Technologies Thomas Lamar, Raytheon BBN Technologies Richard Schwartz, Raytheon BBN Technologies John Makhoul, Raytheon BBN Technologies |
| 2013 | Grounded Language Learning from Video Described with Sentences | Haonan Yu & Jeffrey Mark Siskind, Purdue University |
| 2012 | String Re-writing Kernel | Fan Bu, Tsinghua University Hang Li, Microsoft Research Xiaoyan Zhu, Tsinghua University |
| 2012 | Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing | Hiroyuki Shindo, NTT Communication Science Laboratories Yusuke Miyao, National Institute of Informatics Akinori Fujino, NTT Communication Science Laboratories Masaaki Nagata, NTT Communication Science Laboratories |
| 2011 | Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections | Dipanjan Das, Carnegie Mellon University Slav Petrov, Google |
| 2010 | Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates | Matthew Gerber & Joyce Y. Chai, Michigan State University |
| 2009 | Reinforcement Learning for Mapping Instructions to Actions | S.R.K. Branavan, Massachusetts Institute of Technology Harr Chen, Massachusetts Institute of Technology Luke S. Zettlemoyer, Massachusetts Institute of Technology Regina Barzilay, Massachusetts Institute of Technology |
| 2009 | K-Best A* Parsing | Adam Pauls & Dan Klein, University of California Berkeley |
| 2009 | Concise Integer Linear Programming Formulations for Dependency Parsing | André F.T. Martins, Instituto de Telecomunicações Noah A. Smith, Carnegie Mellon University Eric P. Xing, Carnegie Mellon University |
| 2008 | Forest Reranking: Discriminative Parsing with Non-Local Features | Liang Huang, University of Pennsylvania |
| 2008 | A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language Model | Libin Shen, BBN Technologies Jinxi Xu, BBN Technologies Ralph Weischedel, BBN Technologies |
| 2007 | Learning synchronous grammars for semantic parsing with lambda calculus | Yuk Wah Wong & Raymond J. Mooney, University of Texas at Austin |
| 2006 | Semantic taxonomy induction from heterogenous evidence | Rion Snow, Stanford University Daniel Jurafsky, Stanford University Andrew Y. Ng, Stanford University |
| 2005 | A Hierarchical Phrase-Based Model for Statistical Machine Translation | David Chiang, University of Maryland |
| 2004 | Finding Predominant Word Senses in Untagged Text | Diana McCarthy, University of Sussex Rob Koeling, University of Sussex Julie Weeds, University of Sussex John Carroll, University of Sussex |
| 2003 | Accurate Unlexicalized Parsing | Dan Klein & Christopher D. Manning, Stanford University |
| 2003 | Towards a Model of Face-to-Face Grounding | Yukiko I. Nakano, RISTEX Gabe Reinstein, Massachusetts Institute of Technology Tom Stocky, Massachusetts Institute of Technology Justine Cassell, Massachusetts Institute of Technology |
| 2002 | Discriminative Training and Maximum Entropy Models for Statistical Machine Translation | Franz Josef Och & Hermann Ney, RWTH Aachen University |
| 2001 | Immediate-Head Parsing for Language Models | Eugene Charniak, Brown University |
| 2001 | Fast Decoding and Optimal Decoding for Machine Translation | Ulrich Germann, University of Southern California Michael Jahr, Stanford University Kevin Knight, University of Southern California Daniel Marcu, University of Southern California Kenji Yamada, University of Southern California |
