| 2011 | A Bayesian Model for Unsupervised Semantic Parsing. Ivan Titov, Alexandre Klementiev |
| 2011 | A Class of Submodular Functions for Document Summarization. Hui Lin, Jeff A. Bilmes |
| 2011 | A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing. Michael Auli, Adam Lopez |
| 2011 | A Comprehensive Dictionary of Multiword Expressions. Kosho Shudo, Akira Kurahone, Toshifumi Tanabe |
| 2011 | A Cross-Lingual ILP Solution to Zero Anaphora Resolution. Ryu Iida, Massimo Poesio |
| 2011 | A Discriminative Model for Joint Morphological Disambiguation and Dependency Parsing. John Lee, Jason Naradowsky, David A. Smith |
| 2011 | A Fast and Accurate Method for Approximate String Search. Ziqi Wang, Gu Xu, Hang Li, Ming Zhang |
| 2011 | A Generative Entity-Mention Model for Linking Entities with Knowledge Base. Xianpei Han, Le Sun |
| 2011 | A Graph Approach to Spelling Correction in Domain-Centric Search. Zhuowei Bao, Benny Kimelfeld, Yunyao Li |
| 2011 | A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction. Phil Blunsom, Trevor Cohn |
| 2011 | A Joint Sequence Translation Model with Integrated Reordering. Nadir Durrani, Helmut Schmid, Alexander M. Fraser |
| 2011 | A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation. Ming Tan, Wenli Zhou, Lei Zheng, Shaojun Wang |
| 2011 | A New Dataset and Method for Automatically Grading ESOL Texts. Helen Yannakoudakis, Ted Briscoe, Ben Medlock |
| 2011 | A Pilot Study of Opinion Summarization in Conversations. Dong Wang, Yang Liu |
| 2011 | A Pronoun Anaphora Resolution System based on Factorial Hidden Markov Models. Dingcheng Li, Tim Miller, William Schuler |
| 2011 | A Simple Measure to Assess Non-response. Anselmo Peñas, Álvaro Rodrigo |
| 2011 | A Stacked Sub-Word Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging. Weiwei Sun |
| 2011 | A Statistical Tree Annotator and Its Applications. Xiaoqiang Luo, Bing Zhao |
| 2011 | A Word-Class Approach to Labeling PSCFG Rules for Machine Translation. Andreas Zollmann, Stephan Vogel |
| 2011 | Adjoining Tree-to-String Translation. Yang Liu, Qun Liu, Yajuan Lü |
| 2011 | Age Prediction in Blogs: A Study of Style, Content, and Online Behavior in Pre- and Post-Social Media Generations. Sara Rosenthal, Kathleen R. McKeown |
| 2011 | Algorithm Selection and Model Adaptation for ESL Correction Tasks. Alla Rozovskaya, Dan Roth |
| 2011 | An Affect-Enriched Dialogue Act Classification Model for Task-Oriented Dialogue. Kristy Elizabeth Boyer, Joseph F. Grafsgaard, Eunyoung Ha, Robert Phillips, James C. Lester |
| 2011 | An Algorithm for Unsupervised Transliteration Mining with an Application to Word Alignment. Hassan Sajjad, Alexander M. Fraser, Helmut Schmid |
| 2011 | An Unsupervised Model for Joint Phrase Alignment and Extraction. Graham Neubig, Taro Watanabe, Eiichiro Sumita, Shinsuke Mori, Tatsuya Kawahara |
| 2011 | An exponential translation model for target language morphology. Michael Subotin |
| 2011 | Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews. Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua |
| 2011 | Automated Whole Sentence Grammar Correction Using a Noisy Channel Model. Y. Albert Park, Roger Levy |
| 2011 | Automatic Labelling of Topic Models. Jey Han Lau, Karl Grieser, David Newman, Timothy Baldwin |
| 2011 | Automatically Evaluating Text Coherence Using Discourse Relations. Ziheng Lin, Hwee Tou Ng, Min-Yen Kan |
| 2011 | Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification. Yulan He, Chenghua Lin, Harith Alani |
| 2011 | Bayesian Inference for Zodiac and Other Homophonic Ciphers. Sujith Ravi, Kevin Knight |
| 2011 | Beam-Width Prediction for Efficient Context-Free Parsing. Nathan Bodenstab, Aaron Dunlop, Keith B. Hall, Brian Roark |
| 2011 | Binarized Forest to String Translation. Hao Zhang, Licheng Fang, Peng Xu, Xiaoyun Wu |
| 2011 | Bootstrapping coreference resolution using word associations. Hamidreza Kobdani, Hinrich Schütze, Michael Schiehlen, Hans Kamp |
| 2011 | Classifying arguments by scheme. Vanessa Wei Feng, Graeme Hirst |
| 2011 | Coherent Citation-Based Summarization of Scientific Papers. Amjad Abu-Jbara, Dragomir R. Radev |
| 2011 | Collecting Highly Parallel Data for Paraphrase Evaluation. David L. Chen, William B. Dolan |
| 2011 | Collective Classification of Congressional Floor-Debate Transcripts. Clinton Burfoot, Steven Bird, Timothy Baldwin |
| 2011 | Combining Morpheme-based Machine Translation with Post-processing Morpheme Prediction. Ann Clifton, Anoop Sarkar |
| 2011 | Computing and Evaluating Syntactic Complexity Features for Automated Scoring of Spontaneous Non-Native Speech. Miao Chen, Klaus Zechner |
| 2011 | Confidence Driven Unsupervised Semantic Parsing. Dan Goldwasser, Roi Reichart, James Clarke, Dan Roth |
| 2011 | Consistent Translation using Discriminative Learning - A Translation Memory-inspired Approach. Yanjun Ma, Yifan He, Andy Way, Josef van Genabith |
| 2011 | Content Models with Attitude. Christina Sauper, Aria Haghighi, Regina Barzilay |
| 2011 | Contrasting Opposing Views of News Articles on Contentious Issues. Souneil Park, Kyung Soon Lee, Junehwa Song |
| 2011 | Coreference Resolution with World Knowledge. Altaf Rahman, Vincent Ng |
| 2011 | Creating a manually error-tagged and shallow-parsed learner corpus. Ryo Nagata, Edward W. D. Whittaker, Vera Sheinman |
| 2011 | Creative Language Retrieval: A Robust Hybrid of Information Retrieval and Linguistic Creativity. Tony Veale |
| 2011 | Crowdsourcing Translation: Professional Quality from Non-Professionals. Omar Zaidan, Chris Callison-Burch |
| 2011 | Deciphering Foreign Language. Sujith Ravi, Kevin Knight |
| 2011 | Discovering Sociolinguistic Associations with Structured Sparsity. Jacob Eisenstein, Noah A. Smith, Eric P. Xing |
| 2011 | Discovery of Topically Coherent Sentences for Extractive Summarization. Asli Celikyilmaz, Dilek Hakkani-Tür |
| 2011 | Disentangling Chat with Local Coherence Models. Micha Elsner, Eugene Charniak |
| 2011 | Domain Adaptation by Constraining Inter-Domain Variability of Latent Feature Representation. Ivan Titov |
| 2011 | Dynamic Programming Algorithms for Transition-Based Dependency Parsers. Marco Kuhlmann, Carlos Gómez-Rodríguez, Giorgio Satta |
| 2011 | Effective Measures of Domain Similarity for Parsing. Barbara Plank, Gertjan van Noord |
| 2011 | Effective Use of Function Words for Rule Generalization in Forest-Based Translation. Xianchao Wu, Takuya Matsuzaki, Jun'ichi Tsujii |
| 2011 | Efficient CCG Parsing: A* versus Adaptive Supertagging. Michael Auli, Adam Lopez |
| 2011 | Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers. Deyi Xiong, Min Zhang, Haizhou Li |
| 2011 | Evaluating the Impact of Coder Errors on Active Learning. Ines Rehbein, Josef Ruppenhofer |
| 2011 | Event Discovery in Social Media Feeds. Edward Benson, Aria Haghighi, Regina Barzilay |
| 2011 | Event Extraction as Dependency Parsing. David McClosky, Mihai Surdeanu, Christopher D. Manning |
| 2011 | Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation. Alexander M. Rush, Michael Collins |
| 2011 | Exploiting Syntactico-Semantic Structures for Relation Extraction. Yee Seng Chan, Dan Roth |
| 2011 | Exploiting Web-Derived Selectional Preference to Improve Statistical Dependency Parsing. Guangyou Zhou, Jun Zhao, Kang Liu, Li Cai |
| 2011 | Extracting Comparative Entities and Predicates from Texts Using Comparative Type Classification. Seon Yang, Youngjoong Ko |
| 2011 | Extracting Paraphrases from Definition Sentences on the Web. Chikara Hashimoto, Kentaro Torisawa, Stijn De Saeger, Jun'ichi Kazama, Sadao Kurohashi |
| 2011 | Extracting Social Power Relationships from Natural Language. Philip Bramsen, Martha Escobar-Molano, Ami Patel, Rafael Alonso |
| 2011 | Faster and Smaller N-Gram Language Models. Adam Pauls, Dan Klein |
| 2011 | Finding Deceptive Opinion Spam by Any Stretch of the Imagination. Myle Ott, Yejin Choi, Claire Cardie, Jeffrey T. Hancock |
| 2011 | Fine-Grained Class Label Markup of Search Queries. Joseph Reisinger, Marius Pasca |
| 2011 | Gappy Phrasal Alignment By Agreement. Mohit Bansal, Chris Quirk, Robert C. Moore |
| 2011 | Global Learning of Typed Entailment Rules. Jonathan Berant, Ido Dagan, Jacob Goldberger |
| 2011 | Goodness: A Method for Measuring Machine Translation Confidence. Nguyen Bach, Fei Huang, Yaser Al-Onaizan |
| 2011 | Grammatical Error Correction with Alternating Structure Optimization. Daniel Dahlmeier, Hwee Tou Ng |
| 2011 | How do you pronounce your name? Improving G2P with transliterations. Aditya Bhargava, Grzegorz Kondrak |
| 2011 | How to train your multi bottom-up tree transducer. Andreas Maletti |
| 2011 | Hypothesis Mixture Decoding for Statistical Machine Translation. Nan Duan, Mu Li, Ming Zhou |
| 2011 | Improving Arabic Dependency Parsing with Form-based and Functional Morphological Features. Yuval Marton, Nizar Habash, Owen Rambow |
| 2011 | Improving Question Recommendation by Exploiting Information Need. Shuguang Li, Suresh Manandhar |
| 2011 | In-domain Relation Discovery with Meta-constraints via Posterior Regularization. Harr Chen, Edward Benson, Tahira Naseem, Regina Barzilay |
| 2011 | Incremental Syntactic Language Models for Phrase-based Translation. Lane Schwartz, Chris Callison-Burch, William Schuler, Stephen T. Wu |
| 2011 | Insights from Network Structure for Text Mining. Zornitsa Kozareva, Eduard H. Hovy |
| 2011 | Integrating history-length interpolation and classes in language modeling. Hinrich Schütze |
| 2011 | Integrating surprisal and uncertain-input models in online sentence comprehension: formal techniques and empirical results. Roger Levy |
| 2011 | Interactive Topic Modeling. Yuening Hu, Jordan L. Boyd-Graber, Brianna Satinoff |
| 2011 | Jigs and Lures: Associating Web Queries with Structured Entities. Patrick Pantel, Ariel Fuxman |
| 2011 | Joint Annotation of Search Queries. Michael Bendersky, W. Bruce Croft, David A. Smith |
| 2011 | Joint Bilingual Sentiment Classification with Unlabeled Parallel Corpora. Bin Lu, Chenhao Tan, Claire Cardie, Benjamin K. Tsou |
| 2011 | Jointly Learning to Extract and Compress. Taylor Berg-Kirkpatrick, Dan Gillick, Dan Klein |
| 2011 | Knowledge Base Population: Successful Approaches and Challenges. Heng Ji, Ralph Grishman |
| 2011 | Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations. Raphael Hoffmann, Congle Zhang, Xiao Ling, Luke Zettlemoyer, Daniel S. Weld |
| 2011 | Language-independent compound splitting with morphological operations. Klaus Macherey, Andrew M. Dai, David Talbot, Ashok C. Popat, Franz Josef Och |
| 2011 | Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models. Sameer Singh, Amarnag Subramanya, Fernando C. N. Pereira, Andrew McCallum |
| 2011 | Latent Semantic Word Sense Induction and Disambiguation. Tim Van de Cruys, Marianna Apidianaki |
| 2011 | Learning Dependency-Based Compositional Semantics. Percy Liang, Michael I. Jordan, Dan Klein |
| 2011 | Learning From Collective Human Behavior to Introduce Diversity in Lexical Choice. Vahed Qazvinian, Dragomir R. Radev |
| 2011 | Learning Hierarchical Translation Structure with Linguistic Annotations. Markos Mylonakis, Khalil Sima'an |
| 2011 | Learning Sub-Word Units for Open Vocabulary Speech Recognition. Carolina Parada, Mark Dredze, Abhinav Sethy, Ariya Rastrow |
| 2011 | Learning Word Vectors for Sentiment Analysis. Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, Christopher Potts |
| 2011 | Learning to Grade Short Answer Questions using Semantic Similarity Measures and Dependency Graph Alignments. Michael Mohler, Razvan C. Bunescu, Rada Mihalcea |
| 2011 | Learning to Transform and Select Elementary Trees for Improved Syntax-based Machine Translations. Bing Zhao, Young-Suk Lee, Xiaoqiang Luo, Liu Li |
| 2011 | Learning to Win by Reading Manuals in a Monte-Carlo Framework. S. R. K. Branavan, David Silver, Regina Barzilay |
| 2011 | Lexical Normalisation of Short Text Messages: Makn Sens a #twitter. Bo Han, Timothy Baldwin |
| 2011 | Lexically-Triggered Hidden Markov Models for Clinical Document Coding. Svetlana Kiritchenko, Colin Cherry |
| 2011 | Local Histograms of Character N-grams for Authorship Attribution. Hugo Jair Escalante, Thamar Solorio, Manuel Montes-y-Gómez |
| 2011 | Local and Global Algorithms for Disambiguation to Wikipedia. Lev-Arie Ratinov, Dan Roth, Doug Downey, Mike Anderson |
| 2011 | MEANT: An inexpensive, high-accuracy, semi-automatic metric for evaluating translation utility based on semantic roles. Chi-kiu Lo, Dekai Wu |
| 2011 | Machine Translation System Combination by Confusion Forest. Taro Watanabe, Eiichiro Sumita |
| 2011 | Metagrammar engineering: Towards systematic exploration of implemented grammars. Antske Fokkens |
| 2011 | Minimum Bayes-risk System Combination. Jesús González-Rubio, Alfons Juan, Francisco Casacuberta |
| 2011 | Model-Based Aligner Combination Using Dual Decomposition. John DeNero, Klaus Macherey |
| 2011 | Multi-Modal Annotation of Quest Games in Second Life. Sharon Gower Small, Jennifer Stromer-Galley, Tomek Strzalkowski |
| 2011 | N-Best Rescoring Based on Pitch-accent Patterns. Je Hun Jeon, Wen Wang, Yang Liu |
| 2011 | Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation. Roy Schwartz, Omri Abend, Roi Reichart, Ari Rappoport |
| 2011 | Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining. Fan Zhang, Shuming Shi, Jing Liu, Shuqi Sun, Chin-Yew Lin |
| 2011 | Optimal Head-Driven Parsing Complexity for Linear Context-Free Rewriting Systems. Pierluigi Crescenzi, Daniel Gildea, Andrea Marino, Gianluca Rossi, Giorgio Satta |
| 2011 | Ordering Prenominal Modifiers with a Reranking Approach. Jenny Liu, Aria Haghighi |
| 2011 | Parsing the Internal Structure of Words: A New Paradigm for Chinese Word Segmentation. Zhongguo Li |
| 2011 | Partial Parsing from Bitext Projections. Prashanth Mannem, Aswarth Dara |
| 2011 | Peeling Back the Layers: Detecting Event Role Fillers in Secondary Contexts. Ruihong Huang, Ellen Riloff |
| 2011 | Phrase-Based Translation Model for Question Retrieval in Community Question Answer Archives. Guangyou Zhou, Li Cai, Jun Zhao, Kang Liu |
| 2011 | Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition. Stefan Rüd, Massimiliano Ciaramita, Jens Müller, Hinrich Schütze |
| 2011 | Prefix Probability for Probabilistic Synchronous Context-Free Grammars. Mark-Jan Nederhof, Giorgio Satta |
| 2011 | Query Weighting for Ranking Model Adaptation. Peng Cai, Wei Gao, Aoying Zhou, Kam-Fai Wong |
| 2011 | Ranking Class Labels Using Query Sessions. Marius Pasca |
| 2011 | Rare Word Translation Extraction from Aligned Comparable Documents. Emmanuel Prochasson, Pascale Fung |
| 2011 | Recognizing Authority in Dialogue with an Integer Linear Programming Constrained Model. Elijah Mayfield, Carolyn Penstein Rosé |
| 2011 | Recognizing Named Entities in Tweets. Xiaohua Liu, Shaodian Zhang, Furu Wei, Ming Zhou |
| 2011 | Reordering Metrics for MT. Alexandra Birch, Miles Osborne |
| 2011 | Reordering with Source Language Collocations. Zhanyi Liu, Haifeng Wang, Hua Wu, Ting Liu, Sheng Li |
| 2011 | Rule Markov Models for Fast Tree-to-String Translation. Ashish Vaswani, Haitao Mi, Liang Huang, David Chiang |
| 2011 | Semantic Representation of Negation Using Focus Detection. Eduardo Blanco, Dan I. Moldovan |
| 2011 | Semi-Supervised Frame-Semantic Parsing for Unknown Predicates. Dipanjan Das, Noah A. Smith |
| 2011 | Semi-Supervised SimHash for Efficient Document Similarity Search. Qixia Jiang, Maosong Sun |
| 2011 | Semi-supervised Relation Extraction with Large-scale Word Clustering. Ang Sun, Ralph Grishman, Satoshi Sekine |
| 2011 | Shift-Reduce CCG Parsing. Yue Zhang, Stephen Clark |
| 2011 | Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models. Elias Ponvert, Jason Baldridge, Katrin Erk |
| 2011 | Simple supervised document geolocation with geodesic grids. Benjamin Wing, Jason Baldridge |
| 2011 | Structural Topic Model for Latent Topical Structure Analysis. Hongning Wang, Duo Zhang, ChengXiang Zhai |
| 2011 | Target-dependent Twitter Sentiment Classification. Long Jiang, Mo Yu, Ming Zhou, Xiaohua Liu, Tiejun Zhao |
| 2011 | Template-Based Information Extraction without the Templates. Nathanael Chambers, Dan Jurafsky |
| 2011 | The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA Dekang Lin, Yuji Matsumoto, Rada Mihalcea |
| 2011 | The impact of language models and loss functions on repair disfluency detection. Simon Zwarts, Mark Johnson |
| 2011 | Together We Can: Bilingual Bootstrapping for WSD. Mitesh M. Khapra, Salil Joshi, Arindam Chatterjee, Pushpak Bhattacharyya |
| 2011 | Topical Keyphrase Extraction from Twitter. Wayne Xin Zhao, Jing Jiang, Jing He, Yang Song, Palakorn Achananuparp, Ee-Peng Lim, Xiaoming Li |
| 2011 | Translating from Morphologically Complex Languages: A Paraphrase-Based Approach. Preslav Nakov, Hwee Tou Ng |
| 2011 | Translationese and Its Dialects. Moshe Koppel, Noam Ordan |
| 2011 | Underspecifying and Predicting Voice for Surface Realisation Ranking. Sina Zarrieß, Aoife Cahill, Jonas Kuhn |
| 2011 | Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models. Jason Naradowsky, Kristina Toutanova |
| 2011 | Unsupervised Decomposition of a Document into Authorial Components. Moshe Koppel, Navot Akiva, Idan Dershowitz, Nachum Dershowitz |
| 2011 | Unsupervised Discovery of Domain-Specific Knowledge from Text. Dirk Hovy, Chunliang Zhang, Eduard H. Hovy, Anselmo Peñas |
| 2011 | Unsupervised Learning of Semantic Relation Composition. Eduardo Blanco, Dan I. Moldovan |
| 2011 | Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections. Dipanjan Das, Slav Petrov |
| 2011 | Unsupervised Semantic Role Induction via Split-Merge Clustering. Joel Lang, Mirella Lapata |
| 2011 | Unsupervised Word Alignment with Arbitrary Features. Chris Dyer, Jonathan H. Clark, Alon Lavie, Noah A. Smith |
| 2011 | Using Bilingual Information for Cross-Language Document Summarization. Xiaojun Wan |
| 2011 | Using Bilingual Parallel Corpora for Cross-Lingual Textual Entailment. Yashar Mehdad, Matteo Negri, Marcello Federico |
| 2011 | Using Cross-Entity Inference to Improve Event Extraction. Yu Hong, Jianfeng Zhang, Bin Ma, Jian-Min Yao, Guodong Zhou, Qiaoming Zhu |
| 2011 | Using Deep Morphology to Improve Automatic Error Detection in Arabic Handwriting Recognition. Nizar Habash, Ryan Roth |
| 2011 | Using Large Monolingual and Bilingual Corpora to Improve Coordination Disambiguation. Shane Bergsma, David Yarowsky, Kenneth Ward Church |
| 2011 | Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification. Danushka Bollegala, David J. Weir, John Carroll |
| 2011 | Web-Scale Features for Full-Scale Parsing. Mohit Bansal, Dan Klein |
| 2011 | Which Noun Phrases Denote Which Concepts? Jayant Krishnamurthy, Tom M. Mitchell |
| 2011 | Word Maturity: Computational Modeling of Word Knowledge. Kirill Kireyev, Thomas K. Landauer |