| 2009 | A Bayesian Model of Syntax-Directed Tree to String Grammar Induction. Trevor Cohn, Phil Blunsom |
| 2009 | A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules. Roy Bar-Haim, Jonathan Berant, Ido Dagan |
| 2009 | A Comparison of Model Free versus Model Intensive Approaches to Sentence Compression. Tadashi Nomoto |
| 2009 | A Comparison of Windowless and Window-Based Computational Association Measures as Predictors of Syntagmatic Human Associations. Justin Washtell, Katja Markert |
| 2009 | A Joint Language Model With Fine-grain Syntactic Tags. Denis Filimonov, Mary P. Harper |
| 2009 | A Probabilistic Model for Associative Anaphora Resolution. Ryohei Sasano, Sadao Kurohashi |
| 2009 | A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web. Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka |
| 2009 | A Rich Feature Vector for Protein-Protein Interaction Extraction from Multiple Corpora. Makoto Miwa, Rune Sætre, Yusuke Miyao, Jun'ichi Tsujii |
| 2009 | A Simple Unsupervised Learner for POS Disambiguation Rules Given Only a Minimal Lexicon. Qiuye Zhao, Mitch Marcus |
| 2009 | A Structural Support Vector Method for Extracting Contexts and Answers of Questions from Online Forums. Wen-Yun Yang, Yunbo Cao, Chin-Yew Lin |
| 2009 | A Study on the Semantic Relatedness of Query and Document Terms in Information Retrieval. Christof Müller, Iryna Gurevych |
| 2009 | A Syntactified Direct Translation Model with Linear-time Decoding. Hany Hassan, Khalil Sima'an, Andy Way |
| 2009 | A Unified Model of Phrasal and Sentential Evidence for Information Extraction. Siddharth Patwardhan, Ellen Riloff |
| 2009 | Accuracy-Based Scoring for DOT: Towards Direct Error Minimization for Data-Oriented Translation. Daniel Galron, Sergio Penkale, Andy Way, I. Dan Melamed |
| 2009 | Accurate Semantic Class Classifier for Coreference Resolution. Zhiheng Huang, Guangping Zeng, Weiqun Xu, Asli Celikyilmaz |
| 2009 | Acquiring Translation Equivalences of Multiword Expressions by Normalized Correlation Frequencies. Ming-Hong Bai, Jia-Ming You, Keh-Jiann Chen, Jason S. Chang |
| 2009 | Active Learning by Labeling Features. Gregory Druck, Burr Settles, Andrew McCallum |
| 2009 | Adapting a Polarity Lexicon using Integer Linear Programming for Domain-Specific Sentiment Classification. Yejin Choi, Claire Cardie |
| 2009 | An Alternative to Head-Driven Approaches for Parsing a (Relatively) Free Word-Order Language. Reut Tsarfaty, Khalil Sima'an, Remko Scha |
| 2009 | An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing. Jun Suzuki, Hideki Isozaki, Xavier Carreras, Michael Collins |
| 2009 | Automatic Acquisition of the. Ekaterina Ovchinnikova, Theodore Alexandrov, Tonio Wandmacher |
| 2009 | Automatically Evaluating Content Selection in Summarization without Human Models. Annie Louis, Ani Nenkova |
| 2009 | Bayesian Learning of Phrasal Tree-to-String Templates. Ding Liu, Daniel Gildea |
| 2009 | Better Synchronous Binarization for Machine Translation. Tong Xiao, Mu Li, Dongdong Zhang, Jingbo Zhu, Ming Zhou |
| 2009 | Bidirectional Phrase-based Statistical Machine Translation. Andrew M. Finch, Eiichiro Sumita |
| 2009 | Bilingual dictionary generation for low-resourced language pairs. István Varga, Shoichi Yokoyama |
| 2009 | Bilingually-Constrained (Monolingual) Shift-Reduce Parsing. Liang Huang, Wenbin Jiang, Qun Liu |
| 2009 | Can Chinese Phonemes Improve Machine Transliteration?: A Comparative Study of English-to-Chinese Transliteration Models. Jong-Hoon Oh, Kiyotaka Uchimoto, Kentaro Torisawa |
| 2009 | Character-level Analysis of Semi-Structured Documents for Set Expansion. Richard C. Wang, William W. Cohen |
| 2009 | Chinese Novelty Mining. Yi Zhang, Flora S. Tsai |
| 2009 | Chinese Semantic Role Labeling with Shallow Parsing. Weiwei Sun, Zhifang Sui, Meng Wang, Xin Wang |
| 2009 | Classifier Combination for Contextual Idiom Detection Without Labelled Data. Linlin Li, Caroline Sporleder |
| 2009 | Classifying Relations for Biomedical Named Entity Disambiguation. Xinglong Wang, Jun'ichi Tsujii, Sophia Ananiadou |
| 2009 | Clustering to Find Exemplar Terms for Keyphrase Extraction. Zhiyuan Liu, Peng Li, Yabin Zheng, Maosong Sun |
| 2009 | Collocation Extraction Using Monolingual Word Alignment Method. Zhanyi Liu, Haifeng Wang, Hua Wu, Sheng Li |
| 2009 | Combining Collocations, Lexical and Encyclopedic Knowledge for Metonymy Resolution. Vivi Nastase, Michael Strube |
| 2009 | Consensus Training for Consensus Decoding in Machine Translation. Adam Pauls, John DeNero, Dan Klein |
| 2009 | Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis. Changqin Quan, Fuji Ren |
| 2009 | Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction. Truc-Vien T. Nguyen, Alessandro Moschitti, Giuseppe Riccardi |
| 2009 | Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models. Michael J. Paul, Roxana Girju |
| 2009 | Cross-lingual Semantic Relatedness Using Encyclopedic Knowledge. Samer Hassan, Rada Mihalcea |
| 2009 | Cube Pruning as Heuristic Search. Mark Hopkins, Greg Langmead |
| 2009 | Deriving lexical and syntactic expectation-based measures for psycholinguistic modeling via incremental top-down parsing. Brian Roark, Asaf Bachrach, Carlos Cardenas, Christophe Pallier |
| 2009 | Descriptive and Empirical Approaches to Capturing Underlying Dependencies among Parsing Errors. Tadayoshi Hara, Yusuke Miyao, Jun'ichi Tsujii |
| 2009 | Detecting Speculations and their Scopes in Scientific Text. Arzucan Özgür, Dragomir R. Radev |
| 2009 | Discovery of Term Variation in Japanese Web Search Queries. Hisami Suzuki, Xiao Li, Jianfeng Gao |
| 2009 | Discriminative Corpus Weight Estimation for Machine Translation. Spyros Matsoukas, Antti-Veikko I. Rosti, Bing Zhang |
| 2009 | Discriminative Substring Decoding for Transliteration. Colin Cherry, Hisami Suzuki |
| 2009 | Domain adaptive bootstrapping for named entity recognition. Dan Wu, Wee Sun Lee, Nan Ye, Hai Leong Chieu |
| 2009 | EEG responds to conceptual stimuli and corpus semantics. Brian Murphy, Marco Baroni, Massimo Poesio |
| 2009 | Effective Use of Linguistic and Contextual Information for Statistical Machine Translation. Libin Shen, Jinxi Xu, Bing Zhang, Spyros Matsoukas, Ralph M. Weischedel |
| 2009 | Efficient kernels for sentence pair classification. Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete |
| 2009 | Empirical Exploitation of Click Data for Task Specific Ranking. Anlei Dong, Yi Chang, Shihao Ji, Ciya Liao, Xin Li, Zhaohui Zheng |
| 2009 | Employing the Centering Theory in Pronoun Resolution from the Semantic Perspective. Fang Kong, Guodong Zhou, Qiaoming Zhu |
| 2009 | Enhancement of Lexical Concepts Using Cross-lingual Web Mining. Dmitry Davidov, Ari Rappoport |
| 2009 | Entity Extraction via Ensemble Semantics. Marco Pennacchiotti, Patrick Pantel |
| 2009 | Estimating Semantic Distance Using Soft Semantic Constraints in Knowledge-Source - Corpus Hybrid Models. Yuval Marton, Saif M. Mohammad, Philip Resnik |
| 2009 | Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models. Arne Mauser, Sasa Hasan, Hermann Ney |
| 2009 | Fast Translation Rule Matching for Syntax-based Statistical Machine Translation. Hui Zhang, Min Zhang, Haizhou Li, Chew Lim Tan |
| 2009 | Fast, Cheap, and Creative: Evaluating Translation Quality Using Amazon's Mechanical Turk. Chris Callison-Burch |
| 2009 | Feasibility of Human-in-the-loop Minimum Error Rate Training. Omar Zaidan, Chris Callison-Burch |
| 2009 | Feature-Rich Translation by Quasi-Synchronous Lattice Parsing. Kevin Gimpel, Noah A. Smith |
| 2009 | Finding Short Definitions of Terms on Web Pages. Gerasimos Lampouras, Ion Androutsopoulos |
| 2009 | First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests. Zhifei Li, Jason Eisner |
| 2009 | Fully Lexicalising CCGbank with Hat Categories. Matthew Honnibal, James R. Curran |
| 2009 | Gazpacho and summer rash: lexical relationships from temporal patterns of web search queries. Enrique Alfonseca, Massimiliano Ciaramita, Keith B. Hall |
| 2009 | Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment. Kedar Bellare, Andrew McCallum |
| 2009 | Generating High-Coverage Semantic Orientation Lexicons From Overtly Marked Words and a Thesaurus. Saif M. Mohammad, Cody Dunne, Bonnie J. Dorr |
| 2009 | Geo-mining: Discovery of Road and Transport Networks Using Directional Patterns. Dmitry Davidov, Ari Rappoport |
| 2009 | Global Learning of Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation. Guodong Zhou, Fang Kong |
| 2009 | Graded Word Sense Assignment. Katrin Erk, Diana McCarthy |
| 2009 | Graph Alignment for Semi-Supervised Semantic Role Labeling. Hagen Fürstenau, Mirella Lapata |
| 2009 | Graphical Models over Multiple Strings. Markus Dreyer, Jason Eisner |
| 2009 | How well does active learning. Jason Baldridge, Alexis Palmer |
| 2009 | Human-competitive tagging using automatic keyphrase extraction. Olena Medelyan, Eibe Frank, Ian H. Witten |
| 2009 | Hypernym Discovery Based on Distributional Similarity and Hierarchical Structures. Ichiro Yamada, Kentaro Torisawa, Jun'ichi Kazama, Kow Kuroda, Masaki Murata, Stijn De Saeger, Francis Bond, Asuka Sumida |
| 2009 | Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases. Yuval Marton, Chris Callison-Burch, Philip Resnik |
| 2009 | Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages. Preslav Nakov, Hwee Tou Ng |
| 2009 | Improved Word Alignment with Statistics and Linguistic Heuristics. Ulf Hermjakob |
| 2009 | Improving Dependency Parsing with Subtrees from Auto-Parsed Data. Wenliang Chen, Jun'ichi Kazama, Kiyotaka Uchimoto, Kentaro Torisawa |
| 2009 | Improving Nominal SRL in Chinese Language with Verbal SRL Information and Automatic Predicate Recognition. Junhui Li, Guodong Zhou, Hai Zhao, Qiaoming Zhu, Peide Qian |
| 2009 | Improving Verb Clustering with Automatically Acquired Selectional Preferences. Lin Sun, Anna Korhonen |
| 2009 | Improving Web Search Relevance with Semantic Features. Yumao Lu, Fuchun Peng, Gilad Mishne, Xing Wei, Benoît Dumoulin |
| 2009 | Integrating sentence- and word-level error identification for disfluency correction. Erin Fitzgerald, Frederick Jelinek, Keith B. Hall |
| 2009 | Investigation of Question Classifier in Question Answering. Zhiheng Huang, Marcus Thint, Asli Celikyilmaz |
| 2009 | It's Not You, it's Me: Detecting Flirting and its Misperception in Speed-Dates. Rajesh Ranganath, Daniel Jurafsky, Daniel A. McFarland |
| 2009 | Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases. Daniel Dahlmeier, Hwee Tou Ng, Tanja Schultz |
| 2009 | Joint Optimization for Machine Translation System Combination. Xiaodong He, Kristina Toutanova |
| 2009 | K-Best Combination of Syntactic Parsers. Hui Zhang, Min Zhang, Chew Lim Tan, Haizhou Li |
| 2009 | Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora. Daniel Ramage, David Hall, Ramesh Nallapati, Christopher D. Manning |
| 2009 | Language Models Based on Semantic Composition. Jeff Mitchell, Mirella Lapata |
| 2009 | Large-Scale Verb Entailment Acquisition from the Web. Chikara Hashimoto, Kentaro Torisawa, Kow Kuroda, Stijn De Saeger, Masaki Murata, Jun'ichi Kazama |
| 2009 | Latent Document Re-Ranking. Dong Zhou, Vincent Wade |
| 2009 | Lattice-based System Combination for Statistical Machine Translation. Yang Feng, Yang Liu, Haitao Mi, Qun Liu, Yajuan Lü |
| 2009 | Learning Linear Ordering Problems for Better Translation. Roy W. Tromble, Jason Eisner |
| 2009 | Learning Term-weighting Functions for Similarity Measures. Wen-tau Yih |
| 2009 | Less is More: Significance-Based N-gram Selection for Smaller, Better Language Models. Robert C. Moore, Chris Quirk |
| 2009 | Matching Reviews to Objects using a Language Model. Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Andrew Tomkins |
| 2009 | Mining Search Engine Clickthrough Log for Matching N-gram Features. Huihsin Tseng, Longbin Chen, Fan Li, Ziming Zhuang, Lei Duan, Belle L. Tseng |
| 2009 | Model Adaptation via Model Interpolation and Boosting for Web Search Ranking. Jianfeng Gao, Qiang Wu, Chris Burges, Krysta M. Svore, Yi Su, Nazan Khan, Shalin Shah, Hongyan Zhou |
| 2009 | Multi-Class Confidence Weighted Algorithms. Koby Crammer, Mark Dredze, Alex Kulesza |
| 2009 | Multi-Document Summarisation Using Generic Relation Extraction. Ben Hachey |
| 2009 | Multi-Word Expression Identification Using Sentence Surface Features. Ram Boukobza, Ari Rappoport |
| 2009 | Multilingual Spectral Clustering Using Document Similarity Propagation. Dani Yogatama, Kumiko Tanaka-Ishii |
| 2009 | Natural Language Generation with Tree Conditional Random Fields. Wei Lu, Hwee Tou Ng, Wee Sun Lee |
| 2009 | Nested Named Entity Recognition. Jenny Rose Finkel, Christopher D. Manning |
| 2009 | Non-Projective Parsing for Statistical Machine Translation. Xavier Carreras, Michael Collins |
| 2009 | On the Role of Lexical Features in Sequence Labeling. Yoav Goldberg, Michael Elhadad |
| 2009 | On the Use of Virtual Evidence in Conditional Random Fields. Xiao Li |
| 2009 | Parser Adaptation and Projection with Quasi-Synchronous Grammar Features. David A. Smith, Jason Eisner |
| 2009 | Perceptron Reranking for CCG Realization. Michael White, Rajakrishnan Rajkumar |
| 2009 | Person Cross Document Coreference with Name Perplexity Estimates. Octavian Popescu |
| 2009 | Phrase Dependency Parsing for Opinion Mining. Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2009 | Polylingual Topic Models. David M. Mimno, Hanna M. Wallach, Jason Naradowsky, David A. Smith, Andrew McCallum |
| 2009 | Polynomial to Linear: Efficient Classification with Conjunctive Features. Naoki Yoshinaga, Masaru Kitsuregawa |
| 2009 | Predicting Subjectivity in Multimodal Conversations. Gabriel Murray, Giuseppe Carenini |
| 2009 | Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, EMNLP 2009, 6-7 August 2009, Singapore, A meeting of SIGDAT, a Special Interest Group of the ACL |
| 2009 | Projecting Parameters for Multilingual Word Sense Disambiguation. Mitesh M. Khapra, Sapan Shah, Piyush Kedia, Pushpak Bhattacharyya |
| 2009 | Quantifier Scope Disambiguation Using Extracted Pragmatic Knowledge: Preliminary Results. Prakash Srinivasan, Alexander Yates |
| 2009 | Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding. Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi |
| 2009 | Reading to Learn: Constructing Features from Semantic Abstracts. Jacob Eisenstein, James Clarke, Dan Goldwasser, Dan Roth |
| 2009 | Real-Word Spelling Correction using Google Web 1T 3-grams. Aminul Islam, Diana Inkpen |
| 2009 | Real-time decision detection in multi-party dialogue. Matthew Frampton, Jia Huang, Trung H. Bui, Stanley Peters |
| 2009 | Recognizing Implicit Discourse Relations in the Penn Discourse Treebank. Ziheng Lin, Min-Yen Kan, Hwee Tou Ng |
| 2009 | Recognizing Textual Relatedness with Predicate-Argument Structures. Rui Wang, Yi Zhang |
| 2009 | Refining Grammars for Parsing with Hierarchical Semantic Knowledge. Xiaojun Lin, Yang Fan, Meng Zhang, Xihong Wu, Huisheng Chi |
| 2009 | Reverse Engineering of Tree Kernel Feature Spaces. Daniele Pighin, Alessandro Moschitti |
| 2009 | Review Sentiment Scoring via a Parse-and-Paraphrase Paradigm. Jingjing Liu, Stephanie Seneff |
| 2009 | Segmenting Email Message Text into Zones. Andrew Lampert, Robert Dale, Cécile Paris |
| 2009 | Self-Training PCFG Grammars with Latent Annotations Across Languages. Zhongqiang Huang, Mary P. Harper |
| 2009 | Semantic Dependency Parsing of NomBank and PropBank: An Efficient Integrated Approach via a Large-scale Feature Selection. Hai Zhao, Wenliang Chen, Chunyu Kit |
| 2009 | Semi-Supervised Learning for Semantic Relation Classification using Stratified Sampling Strategy. Longhua Qian, Guodong Zhou, Fang Kong, Qiaoming Zhu |
| 2009 | Semi-supervised Semantic Role Labeling Using the Latent Words Language Model. Koen Deschacht, Marie-Francine Moens |
| 2009 | Semi-supervised Speech Act Recognition in Emails and Forums. Minwoo Jeong, Chin-Yew Lin, Gary Geunbae Lee |
| 2009 | Sentiment Analysis of Conditional Sentences. Ramanathan Narayanan, Bing Liu, Alok N. Choudhary |
| 2009 | Simple Coreference Resolution with Rich Syntactic and Semantic Features. Aria Haghighi, Dan Klein |
| 2009 | Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model. Matti Kääriäinen |
| 2009 | Statistical Bistratal Dependency Parsing. Richard Johansson |
| 2009 | Statistical Estimation of Word Acquisition with Application to Readability Prediction. Paul Kidwell, Guy Lebanon, Kevyn Collins-Thompson |
| 2009 | Stream-based Randomised Language Models for SMT. Abby D. Levenberg, Miles Osborne |
| 2009 | Subjectivity Word Sense Disambiguation. Cem Akkaya, Janyce Wiebe, Rada Mihalcea |
| 2009 | Supervised Learning of a Probabilistic Lexicon of Verb Semantic Classes. Yusuke Miyao, Jun'ichi Tsujii |
| 2009 | Supervised Models for Coreference Resolution. Md. Altaf ur Rahman, Vincent Ng |
| 2009 | Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification. Swapna Somasundaran, Galileo Namata, Janyce Wiebe, Lise Getoor |
| 2009 | Synchronous Tree Adjoining Machine Translation. Steve DeNeefe, Kevin Knight |
| 2009 | The Feature Subspace Method for SMT System Combination. Nan Duan, Mu Li, Tong Xiao, Ming Zhou |
| 2009 | The infinite HMM for unsupervised PoS tagging. Jurgen Van Gael, Andreas Vlachos, Zoubin Ghahramani |
| 2009 | The role of named entities in Web People Search. Javier Artiles, Enrique Amigó, Julio Gonzalo |
| 2009 | Topic-wise, Sentiment-wise, or Otherwise? Identifying the Hidden Dimension for Unsupervised Text Classification. Sajib Dasgupta, Vincent Ng |
| 2009 | Toward Completeness in Concept Extraction and Classification. Eduard H. Hovy, Zornitsa Kozareva, Ellen Riloff |
| 2009 | Towards Domain-Independent Argumentative Zoning: Evidence from Chemistry and Computational Linguistics. Simone Teufel, Advaith Siddharthan, Colin R. Batchelor |
| 2009 | Tree Kernel-based SVM with Structured Syntactic Knowledge for BTG-based Phrase Reordering. Min Zhang, Haizhou Li |
| 2009 | Unbounded Dependency Recovery for Parser Evaluation. Laura Rimell, Stephen Clark, Mark Steedman |
| 2009 | Unsupervised Semantic Parsing. Hoifung Poon, Pedro M. Domingos |
| 2009 | Unsupervised Tokenization for Machine Translation. Tagyoung Chung, Daniel Gildea |
| 2009 | Unsupervised morphological segmentation and clustering with document boundaries. Taesun Moon, Katrin Erk, Jason Baldridge |
| 2009 | Using Morphological and Syntactic Structures for Chinese Opinion Analysis. Lun-Wei Ku, Ting-Hao (Kenneth) Huang, Hsin-Hsi Chen |
| 2009 | Using Word-Sense Disambiguation Methods to Classify Web Queries by Intent. Emily Pitler, Ken Ward Church |
| 2009 | Using the Web for Language Independent Spellchecking and Autocorrection. Casey Whitelaw, Ben Hutchinson, Grace Chung, Ged Ellis |
| 2009 | Web-Scale Distributional Similarity and Entity Set Expansion. Patrick Pantel, Eric Crestan, Arkady Borkovsky, Ana-Maria Popescu, Vishnu Vyas |
| 2009 | Weighted Alignment Matrices for Statistical Machine Translation. Yang Liu, Tian Xia, Xinyan Xiao, Qun Liu |
| 2009 | What's in a name? In some languages, grammatical gender. Vivi Nastase, Marius Popescu |
| 2009 | Wikipedia as Frame Information Repository. Sara Tonelli, Claudio Giuliano |
| 2009 | Word Buffering Models for Improved Speech Repair Parsing. Tim Miller |