EMNLP 2010: MIT Stata Center, Massachusetts, USA

• Front Matter.
  
• Alexander M. Rush, David Sontag, Michael Collins, Tommi Jaakkola:
  On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing. 1-11
  
• Zhongqiang Huang, Mary P. Harper, Slav Petrov:
  Self-Training with Products of Latent Variable Grammars. 12-22
  
• Jackie Chi Kit Cheung, Gerald Penn:
  Utilizing Extra-Sentential Context for Parsing. 23-33
  
• André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo:
  Turbo Parsers: Dependency Parsing by Approximate Variational Inference. 34-44
  
• Jordan L. Boyd-Graber, Philip Resnik:
  Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation. 45-55
  
• Wayne Xin Zhao, Jing Jiang, Hongfei Yan, Xiaoming Li:
  Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid. 56-65
  
• Michael J. Paul, ChengXiang Zhai, Roxana Girju:
  Summarizing Contrastive Viewpoints in Opinionated Text. 66-76
  
• Amit Goyal, Ellen Riloff, Hal Daumé III:
  Automatically Producing Plot Unit Representations for Narrative Text. 77-86
  
• Danish Contractor, Govind Kothari, Tanveer A. Faruquie, L. Venkata Subramaniam, Sumit Negi:
  Handling Noisy Queries in Cross Language FAQ Retrieval. 87-96
  
• Razvan C. Bunescu, Yunfeng Huang:
  Learning the Relative Usefulness of Questions in Community QA. 97-107
  
• Florian Boudin, Jian-Yun Nie, Martin Dawes:
  Positional Language Models for Clinical Information Retrieval. 108-115
  
• Roberto Navigli, Giuseppe Crisafulli:
  Inducing Word Senses to Improve Web Search Result Clustering. 116-126
  
• Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alexander J. Quinn, Benjamin B. Bederson:
  Improving Translation via Targeted Paraphrasing. 127-137
  
• Zhongqiang Huang, Martin Cmejrek, Bowen Zhou:
  Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions. 138-147
  
• Minh-Thang Luong, Preslav Nakov, Min-Yen Kan:
  A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. 148-157
  
• Dmitriy Genzel, Jakob Uszkoreit, Franz Josef Och:
  'Poetic' Statistical Machine Translation: Rhyme and Meter. 158-166
  
• Amarnag Subramanya, Slav Petrov, Fernando C. N. Pereira:
  Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models. 167-176
  
• Wei Lu, Hwee Tou Ng:
  Better Punctuation Prediction with Dynamic Conditional Random Fields. 177-186
  
• Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu:
  Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks. 187-195
  
• Taesun Moon, Katrin Erk, Jason Baldridge:
  Crouching Dirichlet, Hidden Markov Model: Unsupervised POS Tagging with Context Local Tag Generation. 196-206
  
• Arjun Mukherjee, Bing Liu:
  Improving Gender Classification of Blog Authors. 207-217
  
• Xiaoli Li, Bing Liu, See-Kiong Ng:
  Negative Training Data Can be Harmful to Text Classification. 218-228
  
• Isaac Persing, Alan Davis, Vincent Ng:
  Modeling Organization in Student Essays. 229-239
  
• Daniel David Walker, William B. Lund, Eric K. Ringger:
  Evaluating Models of Latent Document Semantics in the Presence of OCR Errors. 240-250
  
• John Platt, Kristina Toutanova, Wen-tau Yih:
  Translingual Document Representations from Discriminative Projections. 251-261
  
• David Guthrie, Mark Hepple:
  Storing the Web in Memory: Space Efficient Language Models with Constant Time Retrieval. 262-272
  
• Liang Huang, Haitao Mi:
  Efficient Incremental Decoding for Tree-to-String Translation. 273-283
  
• Eric Hardisty, Jordan L. Boyd-Graber, Philip Resnik:
  Modeling Perspective Using Adaptor Grammars. 284-292
  
• Shane Bergsma, Aditya Bhargava, Hua He, Grzegorz Kondrak:
  Predicting the Semantic Compositionality of Prefix Verbs. 293-303
  
• Tao Zhuang, Chengqing Zong:
  Joint Inference for Bilingual Semantic Role Labeling. 304-314
  
• Eduardo Blanco, Dan I. Moldovan:
  Automatic Discovery of Manner Relations and its Applications. 315-324
  
• Roi Reichart, Ari Rappoport:
  Tense Sense Disambiguation: A New Syntactic Polysemy Task. 325-334
  
• Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni:
  Improving Mention Detection Robustness to Noisy Input. 335-345
  
• Longhua Qian, Guodong Zhou:
  Clustering-Based Stratified Seed Sampling for Semi-Supervised Relation Classification. 346-355
  
• Tara McIntosh:
  Unsupervised Discovery of Negative Categories in Lexicon Bootstrapping. 356-365
  
• Zhiyuan Liu, Wenyi Huang, Yabin Zheng, Maosong Sun:
  Automatic Keyphrase Extraction via Topic Decomposition. 366-376
  
• Christina Sauper, Aria Haghighi, Regina Barzilay:
  Incorporating Content Structure into Text Analysis Applications. 377-387
  
• Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
  Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. 388-398
  
• Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka:
  A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension. 399-409
  
• Dave Golland, Percy Liang, Dan Klein:
  A Game-Theoretic Approach to Generating Spatial Descriptions. 410-419
  
• Jinhua Du, Jie Jiang, Andy Way:
  Facilitating Translation Using Source Language Paraphrase Lattices. 420-429
  
• Gae-won You, Seung-won Hwang, Young-In Song, Long Jiang, Zaiqing Nie:
  Mining Name Translations from Entity Graph Mapping. 430-439
  
• Hui Zhang, Min Zhang, Haizhou Li, Engsiong Chng:
  Non-Isomorphic Forest Pair Translation. 440-450
  
• George F. Foster, Cyril Goutte, Roland Kuhn:
  Discriminative Instance Weighting for Domain Adaptation in Statistical Machine Translation. 451-459
  
• Mark Dredze, Aren Jansen, Glen Coppersmith, Ken Ward Church:
  NLP on Spoken Documents Without ASR. 460-470
  
• Zahar Prasov, Joyce Yue Chai:
  Fusing Eye Gaze with Speech Recognition Hypotheses to Resolve Exophoric References in Situated Dialogue. 471-481
  
• Ahmet Aker, Trevor Cohn, Robert J. Gaizauskas:
  Multi-Document Summarization Using A* Search and Discriminative Learning. 482-491
  
• Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nate Chambers, Mihai Surdeanu, Dan Jurafsky, Christopher D. Manning:
  A Multi-Pass Sieve for Coreference Resolution. 492-501
  
• Gabor Angeli, Percy Liang, Dan Klein:
  A Simple Domain-Independent Probabilistic Approach to Generation. 502-512
  
• Kristian Woodsend, Yansong Feng, Mirella Lapata:
  Title Generation with Quasi-Synchronous Grammar. 513-523
  
• Erica Greene, Tugba Bodrumlu, Kevin Knight:
  Automatic Analysis of Rhythmic Poetry with Applications to Generation and Translation. 524-533
  
• Hendra Setiawan, Christopher Dyer, Philip Resnik:
  Discriminative Word Alignment with a Function Word Reordering Model. 534-544
  
• Adrià de Gispert, Juan Pino, William J. Byrne:
  Hierarchical Phrase-Based Translation Grammars Extracted from Alignment Posterior Probabilities. 545-554
  
• Zhongjun He, Yao Meng, Hao Yu:
  Maximum Entropy Based Phrase Reordering for Hierarchical Phrase-Based Translation. 555-563
  
• Dominic Espinosa, Rajakrishnan Rajkumar, Michael White, Shoshana Berleant:
  Further Meta-Evaluation of Broad-Coverage Surface Realization. 564-574
  
• Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman:
  Two Decades of Unsupervised POS Induction: How Far Have We Come? 575-584
  
• Mark Dredze, Tim Oates, Christine D. Piatko:
  We're Not in Kansas Anymore: Detecting Domain Changes in Streams. 585-595
  
• Shaojun Zhao, Daniel Gildea:
  A Fast Fertility Hidden Markov Model for Word Alignment Using MCMC. 596-605
  
• Samidh Chatterjee, Nicola Cancedda:
  Minimum Error Rate Training by Sampling the Translation Lattice. 606-615
  
• Libin Shen, Bing Zhang, Spyros Matsoukas, Jinxi Xu, Ralph M. Weischedel:
  Statistical Machine Translation with a Factorized Grammar. 616-625
  
• Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan:
  Discriminative Sample Selection for Statistical Machine Translation. 626-635
  
• Tagyoung Chung, Daniel Gildea:
  Effects of Empty Categories on Machine Translation. 636-645
  
• Mark Hopkins, Greg Langmead:
  SCFG Decoding Without Binarization. 646-655
  
• Aurélien Max:
  Example-Based Paraphrasing for Improved Phrase-Based Statistical Machine Translation. 656-666
  
• Jinxi Xu, Antti-Veikko I. Rosti:
  Combining Unsupervised and Supervised Alignments for MT: An Empirical Study. 667-673
  
• Eugene Charniak:
  Top-Down Nearly-Context-Sensitive Parsing. 674-683
  
• Roi Reichart, Ari Rappoport:
  Improved Fully Unsupervised Parsing with Zoomed Learning. 684-693
  
• Rebecca Dridan, Timothy Baldwin:
  Unsupervised Parse Selection for HPSG. 694-704
  
• Slav Petrov, Pi-Chuan Chang, Michael Ringgaard, Hiyan Alshawi:
  Uptraining for Accurate Deterministic Question Parsing. 705-713
  
• Qiaoming Zhu, Junhui Li, Hongling Wang, Guodong Zhou:
  A Unified Framework for Scope Learning via Simplified Shallow Semantic Parsing. 714-724
  
• Rushin Shah, Paramveer S. Dhillon, Mark Liberman, Dean P. Foster, Mohamed Maamouri, Lyle H. Ungar:
  A New Approach to Lexical Disambiguation of Arabic Text. 725-735
  
• Stephen A. Boxwell, Dennis Mehay, Chris Brew:
  What a Parser Can Learn from a Semantic Role Labeler and Vice Versa. 736-744
  
• Ioannis P. Klapaftis, Suresh Manandhar:
  Word Sense Induction Disambiguation Using Hierarchical Random Graphs. 745-755
  
• Chen Zhang, Joyce Yue Chai:
  Towards Conversation Entailment: An Empirical Investigation. 756-766
  
• Ming-Wei Chang, Michael Connor, Dan Roth:
  The Necessity of Combining Adaptation Methods. 767-777
  
• Hai Son Le, Alexandre Allauzen, Guillaume Wisniewski, François Yvon:
  Training Continuous Space Language Models: Some Practical Issues. 778-788
  
• Baobao Chang, Dongxu Han:
  Enhancing Domain Portability of Chinese Segmentation Model Using Chi-Square Statistics and Bootstrapping. 789-798
  
• Michael Lamar, Yariv Maron, Elie Bienenstock:
  Latent-Descriptor Clustering for Unsupervised POS Induction. 799-809
  
• Peter McClanahan, George Busby, Robbie Haertel, Kristian Heal, Deryle Lonsdale, Kevin D. Seppi, Eric K. Ringger:
  A Probabilistic Morphological Analyzer for Syriac. 810-820
  
• Vladimir Eidelman, Zhongqiang Huang, Mary P. Harper:
  Lessons Learned in Part-of-Speech Tagging of Conversational Speech. 821-831
  
• Valentin Zhikov, Hiroya Takamura, Manabu Okumura:
  An Efficient Algorithm for Unsupervised Word Segmentation with Branching Entropy and MDL. 832-842
  
• Yue Zhang, Stephen Clark:
  A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model. 843-852
  
• Yoong Keok Lee, Aria Haghighi, Regina Barzilay:
  Simple Type-Level Unsupervised POS Tagging. 853-861
  
• Su Nam Kim, Lawrence Cavedon, Timothy Baldwin:
  Classifying Dialogue Acts in One-on-One Live Chats. 862-871
  
• Bin Chen, Jian Su, Chew Lim Tan:
  Resolving Event Noun Phrases to Their Verbal Mentions. 872-881
  
• Fang Kong, Guodong Zhou:
  A Tree Kernel-Based Unified Framework for Chinese Zero Anaphora Resolution. 882-891
  
• Masaki Murata, Tomohiro Ohno, Shigeki Matsubara:
  Automatic Comma Insertion for Japanese Text Generation. 892-901
  
• Kostadin Cholakov, Gertjan van Noord:
  Using Unknown Word Techniques to Learn Known Words. 902-912
  
• Pawel P. Mazur, Robert Dale:
  WikiWars: A New Corpus for Research on Temporal Expressions. 913-922
  
• Chang Liu, Daniel Dahlmeier, Hwee Tou Ng:
  PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts. 923-932
  
• Guillaume Wisniewski, Alexandre Allauzen, François Yvon:
  Assessing Phrase-Based Translation Models with Oracle Decoding. 933-943
  
• Hideki Isozaki, Tsutomu Hirao, Kevin Duh, Katsuhito Sudoh, Hajime Tsukada:
  Automatic Evaluation of Translation Quality for Distant Language Pairs. 944-952
  
• Aïda Khemakhem, Bilel Gargouri, Abdelmajid Ben Hamadou:
  An Approach of Generating Personalized Views from Normalized Electronic Dictionaries : A Practical Experiment on Arabic Language. 953-960
  
• Alla Rozovskaya, Dan Roth:
  Generating Confusion Sets for Context-Sensitive Error Correction. 961-970
  
• Avihai Mejer, Koby Crammer:
  Confidence in Structured-Prediction Using Confidence-Weighted Models. 971-981
  
• Ekaterina Buyko, Udo Hahn:
  Evaluating the Impact of Alternative Dependency Graph Encodings on Solving Event Extraction Tasks. 982-992
  
• Yassine Benajiba, Imed Zitouni:
  Enhancing Mention Detection Using Projection via Aligned Corpora. 993-1001
  
• Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Frederick Reiss, Shivakumar Vaithyanathan:
  Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks. 1002-1012
  
• Limin Yao, Sebastian Riedel, Andrew McCallum:
  Collective Cross-Document Relation Extraction Without Labelled Data. 1013-1023
  
• Apoorv Agarwal, Owen Rambow:
  Automatic Detection and Classification of Social Events. 1024-1034
  
• Niklas Jakob, Iryna Gurevych:
  Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random Fields. 1035-1045
  
• Ainur Yessenalina, Yisong Yue, Claire Cardie:
  Multi-Level Structured Models for Document-Level Sentiment Classification. 1046-1056
  
• Lei Shi, Rada Mihalcea, Mingjun Tian:
  Cross Language Text Classification by Model Translation and Semi-Supervised Learning. 1057-1067
  
• Xiaohua Liu, Bo Han, Kuan Li, Stephan Hyeonjun Stiller, Ming Zhou:
  SRL-Based Verb Selection for ESL. 1068-1076
  
• Yunliang Jiang, Cindy Xide Lin, Qiaozhu Mei:
  Context Comparison of Bursty Events in Web Search and Online Media. 1077-1087
  
• Stefan Schoenmackers, Jesse Davis, Oren Etzioni, Daniel S. Weld:
  Learning First-Order Horn Clauses from Web Text. 1088-1098
  
• Quang Do, Dan Roth:
  Constraints Based Taxonomic Relation Classification. 1099-1109
  
• Zornitsa Kozareva, Eduard H. Hovy:
  A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web. 1110-1118
  
• Fan Bu, Xingwei Zhu, Yu Hao, Xiaoyan Zhu:
  Function-Based Question Classification for General QA. 1119-1128
  
• Ruiqiang Zhang, Yuki Konda, Anlei Dong, Pranam Kolari, Yi Chang, Zhaohui Zheng:
  Learning Recurrent Event Queries for Web Search. 1129-1139
  
• Amr Ahmed, Eric P. Xing:
  Staying Informed: Supervised and Semi-Supervised Multi-View Topical Analysis of Ideological Perspective. 1140-1150
  
• Yves Scherrer, Owen Rambow:
  Word-Based Dialect Identification with Georeferenced Rules. 1151-1161
  
• Georgiana Dinu, Mirella Lapata:
  Measuring Distributional Similarity in Context. 1162-1172
  
• Joseph Reisinger, Raymond J. Mooney:
  A Mixture Model with Sharing for Lexical Semantics. 1173-1182
  
• Marco Baroni, Roberto Zamparelli:
  Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. 1183-1193
  
• Ching-Yun Chang, Stephen Clark:
  Practical Linguistic Steganography Using Contextual Synonym Substitution and Vertex Colour Coding. 1194-1203
  
• Phil Blunsom, Trevor Cohn:
  Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing. 1204-1213
  
• Samuel Brody:
  It Depends on the Translation: Unsupervised Dependency Parsing via Word Alignment. 1214-1222
  
• Tom Kwiatkowski, Luke S. Zettlemoyer, Sharon Goldwater, Mark Steedman:
  Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification. 1223-1233
  
• Tahira Naseem, Harr Chen, Regina Barzilay, Mark Johnson:
  Using Universal Linguistic Knowledge to Guide Grammar Induction. 1234-1244
  
• Ahmed Hassan, Vahed Qazvinian, Dragomir R. Radev:
  What's with the Attitude? Identifying Sentences with Attitude in Online Discussions. 1245-1255
  
• Raghavendra Udupa, Shaishav Kumar:
  Hashing-Based Approaches to Spelling Correction of Personal Names. 1256-1265
  
• Thomas Lin, Mausam, Oren Etzioni:
  Identifying Functional Relations in Web Text. 1266-1276
  
• Jacob Eisenstein, Brendan O'Connor, Noah A. Smith, Eric P. Xing:
  A Latent Variable Model for Geographic Lexical Variation. 1277-1287
  
• Terry Koo, Alexander M. Rush, Michael Collins, Tommi Jaakkola, David Sontag:
  Dual Decomposition for Parsing with Non-Projective Head Automata. 1288-1298
  

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