| 2011 | A Bayesian Mixture Model for PoS Induction Using Multiple Features. Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman |
| 2011 | A Cascaded Classification Approach to Semantic Head Recognition. Lukas Michelbacher, Alok Kothari, Martin Forst, Christina Lioma, Hinrich Schütze |
| 2011 | A Correction Model for Word Alignments. J. Scott McCarley, Abraham Ittycheriah, Salim Roukos, Bing Xiang, Jian-Ming Xu |
| 2011 | A Fast Re-scoring Strategy to Capture Long-Distance Dependencies. Anoop Deoras, Tomás Mikolov, Kenneth Church |
| 2011 | A Fast, Accurate, Non-Projective, Semantically-Enriched Parser. Stephen Tratz, Eduard H. Hovy |
| 2011 | A Generate and Rank Approach to Sentence Paraphrasing. Prodromos Malakasiotis, Ion Androutsopoulos |
| 2011 | A Joint Model for Extended Semantic Role Labeling. Vivek Srikumar, Dan Roth |
| 2011 | A Model of Discourse Predictions in Human Sentence Processing. Amit Dubey, Frank Keller, Patrick Sturt |
| 2011 | A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels. Chao Shen, Tao Li |
| 2011 | A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions. Wei Lu, Hwee Tou Ng |
| 2011 | A Simple Word Trigger Method for Social Tag Suggestion. Zhiyuan Liu, Xinxiong Chen, Maosong Sun |
| 2011 | A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents. Yufan Guo, Anna Korhonen, Thierry Poibeau |
| 2011 | A Word Reordering Model for Improved Machine Translation. Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jirí Navrátil |
| 2011 | A generative model for unsupervised discovery of relations and argument classes from clinical texts. Bryan Rink, Sanda M. Harabagiu |
| 2011 | A novel dependency-to-string model for statistical machine translation. Jun Xie, Haitao Mi, Qun Liu |
| 2011 | Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP. Federico Sangati, Willem H. Zuidema |
| 2011 | Active Learning with Amazon Mechanical Turk. Florian Laws, Christian Scheible, Hinrich Schütze |
| 2011 | Analyzing Methods for Improving Precision of Pivot Based Bilingual Dictionaries. Xabier Saralegi, Iker Manterola, Iñaki San Vicente |
| 2011 | Approximate Scalable Bounded Space Sketch for Large Data NLP. Amit Goyal, Hal Daumé III |
| 2011 | Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax. Jiajun Zhang, Feifei Zhai, Chengqing Zong |
| 2011 | Bayesian Checking for Topic Models. David M. Mimno, David M. Blei |
| 2011 | Better Evaluation Metrics Lead to Better Machine Translation. Chang Liu, Daniel Dahlmeier, Hwee Tou Ng |
| 2011 | Bootstrapped Named Entity Recognition for Product Attribute Extraction. Duangmanee Putthividhya, Junling Hu |
| 2011 | Bootstrapping Semantic Parsers from Conversations. Yoav Artzi, Luke Zettlemoyer |
| 2011 | Cache-based Document-level Statistical Machine Translation. Zhengxian Gong, Min Zhang, Guodong Zhou |
| 2011 | Class Label Enhancement via Related Instances. Zornitsa Kozareva, Konstantin Voevodski, Shang-Hua Teng |
| 2011 | Classifying Sentences as Speech Acts in Message Board Posts. Ashequl Qadir, Ellen Riloff |
| 2011 | Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances. Burr Settles |
| 2011 | Collaborative Ranking: A Case Study on Entity Linking. Zheng Chen, Heng Ji |
| 2011 | Compositional Matrix-Space Models for Sentiment Analysis. Ainur Yessenalina, Claire Cardie |
| 2011 | Computation of Infix Probabilities for Probabilistic Context-Free Grammars. Mark-Jan Nederhof, Giorgio Satta |
| 2011 | Computing Logical Form on Regulatory Texts. Nikhil Dinesh, Aravind K. Joshi, Insup Lee |
| 2011 | Cooooooooooooooollllllllllllll!!!!!!!!!!!!!! Using Word Lengthening to Detect Sentiment in Microblogs. Samuel Brody, Nicholas Diakopoulos |
| 2011 | Corpus-Guided Sentence Generation of Natural Images. Yezhou Yang, Ching Lik Teo, Hal Daumé III, Yiannis Aloimonos |
| 2011 | Correcting Semantic Collocation Errors with L1-induced Paraphrases. Daniel Dahlmeier, Hwee Tou Ng |
| 2011 | Corroborating Text Evaluation Results with Heterogeneous Measures. Enrique Amigó, Julio Gonzalo, Jesús Giménez, Felisa Verdejo |
| 2011 | Cross-Cutting Models of Lexical Semantics. Joseph Reisinger, Raymond J. Mooney |
| 2011 | Data-Driven Response Generation in Social Media. Alan Ritter, Colin Cherry, William B. Dolan |
| 2011 | Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model. Markus Dreyer, Jason Eisner |
| 2011 | Discovering Relations between Noun Categories. Thahir Mohamed, Estevam R. Hruschka Jr., Tom M. Mitchell |
| 2011 | Discriminating Gender on Twitter. John D. Burger, John C. Henderson, George Kim, Guido Zarrella |
| 2011 | Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment Corpora. Matteo Negri, Luisa Bentivogli, Yashar Mehdad, Danilo Giampiccolo, Alessandro Marchetti |
| 2011 | Domain Adaptation via Pseudo In-Domain Data Selection. Amittai Axelrod, Xiaodong He, Jianfeng Gao |
| 2011 | Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews. Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua |
| 2011 | Dual Decomposition with Many Overlapping Components. André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar |
| 2011 | Efficient Subsampling for Training Complex Language Models. Puyang Xu, Asela Gunawardana, Sanjeev Khudanpur |
| 2011 | Efficient retrieval of tree translation examples for Syntax-Based Machine Translation. Fabien Cromierès, Sadao Kurohashi |
| 2011 | Enhancing Chinese Word Segmentation Using Unlabeled Data. Weiwei Sun, Jia Xu |
| 2011 | Entire Relaxation Path for Maximum Entropy Problems. Moshe Dubiner, Yoram Singer |
| 2011 | Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation. Reut Tsarfaty, Joakim Nivre, Evelina Andersson |
| 2011 | Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation. Yin-Wen Chang, Michael Collins |
| 2011 | Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing. Shay B. Cohen, Carlos Gómez-Rodríguez, Giorgio Satta |
| 2011 | Experimental Support for a Categorical Compositional Distributional Model of Meaning. Edward Grefenstette, Mehrnoosh Sadrzadeh |
| 2011 | Exploiting Parse Structures for Native Language Identification. Sze-Meng Jojo Wong, Mark Dras |
| 2011 | Exploiting Syntactic and Distributional Information for Spelling Correction with Web-Scale N-gram Models. Wei Xu, Joel R. Tetreault, Martin Chodorow, Ralph Grishman, Le Zhao |
| 2011 | Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases. Matthias Hartung, Anette Frank |
| 2011 | Extreme Extraction - Machine Reading in a Week. Marjorie Freedman, Lance A. Ramshaw, Elizabeth Boschee, Ryan Gabbard, Gary Kratkiewicz, Nicolas Ward, Ralph M. Weischedel |
| 2011 | Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training. Xinyan Xiao, Yang Liu, Qun Liu, Shouxun Lin |
| 2011 | Fast and Robust Joint Models for Biomedical Event Extraction. Sebastian Riedel, Andrew McCallum |
| 2011 | Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation. Jason Riesa, Ann Irvine, Daniel Marcu |
| 2011 | Generating Aspect-oriented Multi-Document Summarization with Event-aspect model. Peng Li, Yinglin Wang, Wei Gao, Jing Jiang |
| 2011 | Generating Subsequent Reference in Shared Visual Scenes: Computation vs Re-Use. Jette Viethen, Robert Dale, Markus Guhe |
| 2011 | Harnessing WordNet Senses for Supervised Sentiment Classification. Balamurali A. R., Aditya Joshi, Pushpak Bhattacharyya |
| 2011 | Harnessing different knowledge sources to measure semantic relatedness under a uniform model. Ziqi Zhang, Anna Lisa Gentile, Fabio Ciravegna |
| 2011 | Heuristic Search for Non-Bottom-Up Tree Structure Prediction. Andrea Gesmundo, James Henderson |
| 2011 | Hierarchical Phrase-based Translation Representations. Gonzalo Iglesias, Cyril Allauzen, William Byrne, Adrià de Gispert, Michael Riley |
| 2011 | Hierarchical Verb Clustering Using Graph Factorization. Lin Sun, Anna Korhonen |
| 2011 | Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding. Marco Dinarelli, Sophie Rosset |
| 2011 | Identification of Multi-word Expressions by Combining Multiple Linguistic Information Sources. Yulia Tsvetkov, Shuly Wintner |
| 2011 | Identifying Relations for Open Information Extraction. Anthony Fader, Stephen Soderland, Oren Etzioni |
| 2011 | Identifying and Following Expert Investors in Stock Microblogs. Roy Bar-Haim, Elad Dinur, Ronen Feldman, Moshe Fresko, Guy Goldstein |
| 2011 | Improved Transliteration Mining Using Graph Reinforcement. Ali El Kahki, Kareem Darwish, Ahmed Saad El Din, Mohamed Abd El-Wahab, Ahmed Hefny, Waleed Ammar |
| 2011 | Improving Bilingual Projections via Sparse Covariance Matrices. Jagadeesh Jagarlamudi, Raghavendra Udupa, Hal Daumé III, Abhijit Bhole |
| 2011 | Inducing Sentence Structure from Parallel Corpora for Reordering. John DeNero, Jakob Uszkoreit |
| 2011 | Joint Models for Chinese POS Tagging and Dependency Parsing. Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen, Haizhou Li |
| 2011 | Language Models for Machine Translation: Original vs. Translated Texts. Gennadi Lembersky, Noam Ordan, Shuly Wintner |
| 2011 | Large-Scale Cognate Recovery. David Hall, Dan Klein |
| 2011 | Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus. Su Nam Kim, Preslav Nakov |
| 2011 | Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction. Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky |
| 2011 | Latent Vector Weighting for Word Meaning in Context. Tim Van de Cruys, Thierry Poibeau, Anna Korhonen |
| 2011 | Learning General Connotation of Words using Graph-based Algorithms. Song Feng, Ritwik Bose, Yejin Choi |
| 2011 | Learning Local Content Shift Detectors from Document-level Information. Richárd Farkas |
| 2011 | Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation. Juri Ganitkevitch, Chris Callison-Burch, Courtney Napoles, Benjamin Van Durme |
| 2011 | Learning the Information Status of Noun Phrases in Spoken Dialogues. Altaf Rahman, Vincent Ng |
| 2011 | Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming. Kristian Woodsend, Mirella Lapata |
| 2011 | Lexical Co-occurrence, Statistical Significance, and Word Association. Dipak L. Chaudhari, Om P. Damani, Srivatsan Laxman |
| 2011 | Lexical Generalization in CCG Grammar Induction for Semantic Parsing. Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, Mark Steedman |
| 2011 | Linear Text Segmentation Using Affinity Propagation. Anna Kazantseva, Stan Szpakowicz |
| 2011 | Linguistic Redundancy in Twitter. Fabio Massimo Zanzotto, Marco Pennacchiotti, Kostas Tsioutsiouliklis |
| 2011 | Linking Entities to a Knowledge Base with Query Expansion. Swapna Gottipati, Jing Jiang |
| 2011 | Literal and Metaphorical Sense Identification through Concrete and Abstract Context. Peter D. Turney, Yair Neuman, Dan Assaf, Yohai Cohen |
| 2011 | Minimally Supervised Event Causality Identification. Quang Do, Yee Seng Chan, Dan Roth |
| 2011 | Minimum Imputed-Risk: Unsupervised Discriminative Training for Machine Translation. Zhifei Li, Ziyuan Wang, Jason Eisner, Sanjeev Khudanpur, Brian Roark |
| 2011 | Modelling Discourse Relations for Arabic. Amal Alsaif, Katja Markert |
| 2011 | Multi-Source Transfer of Delexicalized Dependency Parsers. Ryan T. McDonald, Slav Petrov, Keith B. Hall |
| 2011 | Multilayer Sequence Labeling. Ai Azuma, Yuji Matsumoto |
| 2011 | Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French. Spence Green, Marie-Catherine de Marneffe, John Bauer, Christopher D. Manning |
| 2011 | Named Entity Recognition in Tweets: An Experimental Study. Alan Ritter, Sam Clark, Mausam, Oren Etzioni |
| 2011 | Non-parametric Bayesian Segmentation of Japanese Noun Phrases. Yugo Murawaki, Sadao Kurohashi |
| 2011 | Optimal Search for Minimum Error Rate Training. Michel Galley, Chris Quirk |
| 2011 | Optimizing Semantic Coherence in Topic Models. David M. Mimno, Hanna M. Wallach, Edmund M. Talley, Miriam Leenders, Andrew McCallum |
| 2011 | Parse Correction with Specialized Models for Difficult Attachment Types. Enrique Henestroza Anguiano, Marie Candito |
| 2011 | Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus. Emily M. Bender, Dan Flickinger, Stephan Oepen, Yi Zhang |
| 2011 | Personalized Recommendation of User Comments via Factor Models. Deepak Agarwal, Bee-Chung Chen, Bo Pang |
| 2011 | Predicting Thread Discourse Structure over Technical Web Forums. Li Wang, Marco Lui, Su Nam Kim, Joakim Nivre, Timothy Baldwin |
| 2011 | Predicting a Scientific Community's Response to an Article. Dani Yogatama, Michael Heilman, Brendan O'Connor, Chris Dyer, Bryan R. Routledge, Noah A. Smith |
| 2011 | Probabilistic models of similarity in syntactic context. Diarmuid Ó Séaghdha, Anna Korhonen |
| 2011 | Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011, 27-31 July 2011, John McIntyre Conference Centre, Edinburgh, UK, A meeting of SIGDAT, a Special Interest Group of the ACL |
| 2011 | Quasi-Synchronous Phrase Dependency Grammars for Machine Translation. Kevin Gimpel, Noah A. Smith |
| 2011 | Random Walk Inference and Learning in A Large Scale Knowledge Base. Ni Lao, Tom M. Mitchell, William W. Cohen |
| 2011 | Ranking Human and Machine Summarization Systems. Peter A. Rankel, John M. Conroy, Eric Slud, Dianne P. O'Leary |
| 2011 | Reducing Grounded Learning Tasks To Grammatical Inference. Benjamin Börschinger, Bevan K. Jones, Mark Johnson |
| 2011 | Refining the Notions of Depth and Density in WordNet-based Semantic Similarity Measures. Tong Wang, Graeme Hirst |
| 2011 | Relation Acquisition using Word Classes and Partial Patterns. Stijn De Saeger, Kentaro Torisawa, Masaaki Tsuchida, Jun'ichi Kazama, Chikara Hashimoto, Ichiro Yamada, Jong-Hoon Oh, István Varga, Yulan Yan |
| 2011 | Relation Extraction with Relation Topics. Chang Wang, James Fan, Aditya Kalyanpur, David Gondek |
| 2011 | Relaxed Cross-lingual Projection of Constituent Syntax. Wenbin Jiang, Qun Liu, Yajuan Lv |
| 2011 | Robust Disambiguation of Named Entities in Text. Johannes Hoffart, Mohamed Amir Yosef, Ilaria Bordino, Hagen Fürstenau, Manfred Pinkal, Marc Spaniol, Bilyana Taneva, Stefan Thater, Gerhard Weikum |
| 2011 | Rumor has it: Identifying Misinformation in Microblogs. Vahed Qazvinian, Emily Rosengren, Dragomir R. Radev, Qiaozhu Mei |
| 2011 | SMT Helps Bitext Dependency Parsing. Wenliang Chen, Jun'ichi Kazama, Min Zhang, Yoshimasa Tsuruoka, Yujie Zhang, Yiou Wang, Kentaro Torisawa, Haizhou Li |
| 2011 | Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions. Weiwei Guo, Mona T. Diab |
| 2011 | Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions. Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning |
| 2011 | Semi-supervised CCG Lexicon Extension. Emily Thomforde, Mark Steedman |
| 2011 | Simple Effective Decipherment via Combinatorial Optimization. Taylor Berg-Kirkpatrick, Dan Klein |
| 2011 | Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based Translation. Yang Gao, Philipp Koehn, Alexandra Birch |
| 2011 | Splitting Noun Compounds via Monolingual and Bilingual Paraphrasing: A Study on Japanese Katakana Words. Nobuhiro Kaji, Masaru Kitsuregawa |
| 2011 | Statistical Machine Translation with Local Language Models. Christof Monz |
| 2011 | Structural Opinion Mining for Graph-based Sentiment Representation. Yuanbin Wu, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2011 | Structured Lexical Similarity via Convolution Kernels on Dependency Trees. Danilo Croce, Alessandro Moschitti, Roberto Basili |
| 2011 | Structured Relation Discovery using Generative Models. Limin Yao, Aria Haghighi, Sebastian Riedel, Andrew McCallum |
| 2011 | Structured Sparsity in Structured Prediction. André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar |
| 2011 | Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization. Rui Yan, Jian-Yun Nie, Xiaoming Li |
| 2011 | Syntactic Decision Tree LMs: Random Selection or Intelligent Design? Denis Filimonov, Mary P. Harper |
| 2011 | Syntax-Based Grammaticality Improvement using CCG and Guided Search. Yue Zhang, Stephen Clark |
| 2011 | The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data Sources. Keith Vertanen, Per Ola Kristensson |
| 2011 | Third-order Variational Reranking on Packed-Shared Dependency Forests. Katsuhiko Hayashi, Taro Watanabe, Masayuki Asahara, Yuji Matsumoto |
| 2011 | Timeline Generation through Evolutionary Trans-Temporal Summarization. Rui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li, Yan Zhang |
| 2011 | Training a Log-Linear Parser with Loss Functions via Softmax-Margin. Michael Auli, Adam Lopez |
| 2011 | Training a Parser for Machine Translation Reordering. Jason Katz-Brown, Slav Petrov, Ryan T. McDonald, Franz Josef Och, David Talbot, Hiroshi Ichikawa, Masakazu Seno, Hideto Kazawa |
| 2011 | Training dependency parsers by jointly optimizing multiple objectives. Keith B. Hall, Ryan T. McDonald, Jason Katz-Brown, Michael Ringgaard |
| 2011 | Tuning as Ranking. Mark Hopkins, Jonathan May |
| 2011 | Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter. Eiji Aramaki, Sachiko Maskawa, Mizuki Morita |
| 2011 | Universal Morphological Analysis using Structured Nearest Neighbor Prediction. Young-Bum Kim, João Graça, Benjamin Snyder |
| 2011 | Unsupervised Dependency Parsing without Gold Part-of-Speech Tags. Valentin I. Spitkovsky, Hiyan Alshawi, Angel X. Chang, Daniel Jurafsky |
| 2011 | Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities. Lanjun Zhou, Binyang Li, Wei Gao, Zhongyu Wei, Kam-Fai Wong |
| 2011 | Unsupervised Information Extraction with Distributional Prior Knowledge. Cane Wing-Ki Leung, Jing Jiang, Kian Ming Adam Chai, Hai Leong Chieu, Loo-Nin Teow |
| 2011 | Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions. Kirk Roberts, Sanda M. Harabagiu |
| 2011 | Unsupervised Semantic Role Induction with Graph Partitioning. Joel Lang, Mirella Lapata |
| 2011 | Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance. Shay B. Cohen, Dipanjan Das, Noah A. Smith |
| 2011 | Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! Alessandro Moschitti, Jennifer Chu-Carroll, Siddharth Patwardhan, James Fan, Giuseppe Riccardi |
| 2011 | Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. Ashish Venugopal, Jakob Uszkoreit, David Talbot, Franz Josef Och, Juri Ganitkevitch |