2001-2015ACL历年最佳论文（Best Paper Award）打包下载

ACL(The Association for Computational Linguistics)是国际自然语言处理(natural language processing，NLP)与计算语言学(computational linguistics，CL)领域影响力最大、最具活力的学术组织，它主办了NLP/CL领域的最高级别学术会议Annual Meeting of the Association for Computational Linguistics，即ACL年会。

ACL大会每年选出1-3篇优秀会议论文，授予Best Long/Short Paper Award，并在ACL Anthology中提供检索及下载。这也为NLP领域的研究人员提供了一大便利：

因为ACL Anthology提供了本领域绝大部分国际学术会议论文的免费下载，甚至包含了其他组织主办的学术会议，例如COLING、IJCNLP等，并支持基于Google的全文检索功能。—— [ 知乎 ]

以下为转自ACL官网的2001-2014Best Paper Award获奖名单汇总。

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 (Student)	Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay and Tommi Jaakkola	Low-Rank Tensors for Scoring Dependency Structures

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