| 2010 | "Ask Not What Textual Entailment Can Do for You...". Mark Sammons, V. G. Vinod Vydiswaran, Dan Roth |
| 2010 | "Was It Good? It Was Provocative." Learning the Meaning of Scalar Adjectives. Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts |
| 2010 | A Bayesian Method for Robust Estimation of Distributional Similarities. Jun'ichi Kazama, Stijn De Saeger, Kow Kuroda, Masaki Murata, Kentaro Torisawa |
| 2010 | A Cognitive Cost Model of Annotations Based on Eye-Tracking Data. Katrin Tomanek, Udo Hahn, Steffen Lohmann, Jürgen Ziegler |
| 2010 | A Game-Theoretic Model of Metaphorical Bargaining. Beata Beigman Klebanov, Eyal Beigman |
| 2010 | A Generalized-Zero-Preserving Method for Compact Encoding of Concept Lattices. Matthew Skala, Victoria Krakovna, János Kramár, Gerald Penn |
| 2010 | A Hybrid Hierarchical Model for Multi-Document Summarization. Asli Celikyilmaz, Dilek Hakkani-Tür |
| 2010 | A Hybrid Rule/Model-Based Finite-State Framework for Normalizing SMS Messages. Richard Beaufort, Sophie Roekhaut, Louise-Amélie Cougnon, Cédrick Fairon |
| 2010 | A Latent Dirichlet Allocation Method for Selectional Preferences. Alan Ritter, Mausam, Oren Etzioni |
| 2010 | A New Approach to Improving Multilingual Summarization Using a Genetic Algorithm. Marina Litvak, Mark Last, Menahem Friedman |
| 2010 | A Rational Model of Eye Movement Control in Reading. Klinton Bicknell, Roger Levy |
| 2010 | A Risk Minimization Framework for Extractive Speech Summarization. Shih-Hsiang Lin, Berlin Chen |
| 2010 | A Statistical Model for Lost Language Decipherment. Benjamin Snyder, Regina Barzilay, Kevin Knight |
| 2010 | A Study of Information Retrieval Weighting Schemes for Sentiment Analysis. Georgios Paltoglou, Mike Thelwall |
| 2010 | A Taxonomy, Dataset, and Classifier for Automatic Noun Compound Interpretation. Stephen Tratz, Eduard H. Hovy |
| 2010 | A Transition-Based Parser for 2-Planar Dependency Structures. Carlos Gómez-Rodríguez, Joakim Nivre |
| 2010 | A Tree Transducer Model for Synchronous Tree-Adjoining Grammars. Andreas Maletti |
| 2010 | A Unified Graph Model for Sentence-Based Opinion Retrieval. Binyang Li, Lanjun Zhou, Shi Feng, Kam-Fai Wong |
| 2010 | ACL 2010, Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, July 11-16, 2010, Uppsala, Sweden Jan Hajic, Sandra Carberry, Stephen Clark |
| 2010 | Accurate Context-Free Parsing with Combinatory Categorial Grammar. Timothy A. D. Fowler, Gerald Penn |
| 2010 | All Words Domain Adapted WSD: Finding a Middle Ground between Supervision and Unsupervision. Mitesh M. Khapra, Anup Kulkarni, Saurabh Sohoney, Pushpak Bhattacharyya |
| 2010 | An Exact A* Method for Deciphering Letter-Substitution Ciphers. Eric Corlett, Gerald Penn |
| 2010 | Assessing the Role of Discourse References in Entailment Inference. Shachar Mirkin, Ido Dagan, Sebastian Padó |
| 2010 | Automated Planning for Situated Natural Language Generation. Konstantina Garoufi, Alexander Koller |
| 2010 | Automatic Evaluation Method for Machine Translation Using Noun-Phrase Chunking. Hiroshi Echizen-ya, Kenji Araki |
| 2010 | Automatic Evaluation of Linguistic Quality in Multi-Document Summarization. Emily Pitler, Annie Louis, Ani Nenkova |
| 2010 | Automatic Generation of Story Highlights. Kristian Woodsend, Mirella Lapata |
| 2010 | BabelNet: Building a Very Large Multilingual Semantic Network. Roberto Navigli, Simone Paolo Ponzetto |
| 2010 | Bayesian Synchronous Tree-Substitution Grammar Induction and Its Application to Sentence Compression. Elif Yamangil, Stuart M. Shieber |
| 2010 | Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates. Matthew Gerber, Joyce Yue Chai |
| 2010 | Bilingual Lexicon Generation Using Non-Aligned Signatures. Daphna Shezaf, Ari Rappoport |
| 2010 | Bilingual Sense Similarity for Statistical Machine Translation. Boxing Chen, George F. Foster, Roland Kuhn |
| 2010 | Bitext Dependency Parsing with Bilingual Subtree Constraints. Wenliang Chen, Jun'ichi Kazama, Kentaro Torisawa |
| 2010 | Boosting-Based System Combination for Machine Translation. Tong Xiao, Jingbo Zhu, Muhua Zhu, Huizhen Wang |
| 2010 | Bootstrapping Semantic Analyzers from Non-Contradictory Texts. Ivan Titov, Mikhail Kozhevnikov |
| 2010 | Bridging SMT and TM with Translation Recommendation. Yifan He, Yanjun Ma, Josef van Genabith, Andy Way |
| 2010 | Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation. Michael Bloodgood, Chris Callison-Burch |
| 2010 | Combining Data and Mathematical Models of Language Change. Morgan Sonderegger, Partha Niyogi |
| 2010 | Combining Orthogonal Monolingual and Multilingual Sources of Evidence for All Words WSD. Weiwei Guo, Mona T. Diab |
| 2010 | Comparable Entity Mining from Comparative Questions. Shasha Li, Chin-Yew Lin, Young-In Song, Zhoujun Li |
| 2010 | Complexity Metrics in an Incremental Right-Corner Parser. Stephen T. Wu, Asaf Bachrach, Carlos Cardenas, William Schuler |
| 2010 | Compositional Matrix-Space Models of Language. Sebastian Rudolph, Eugenie Giesbrecht |
| 2010 | Computing Weakest Readings. Alexander Koller, Stefan Thater |
| 2010 | Conditional Random Fields for Word Hyphenation. Nikolaos Trogkanis, Charles Elkan |
| 2010 | Constituency to Dependency Translation with Forests. Haitao Mi, Qun Liu |
| 2010 | Contextualizing Semantic Representations Using Syntactically Enriched Vector Models. Stefan Thater, Hagen Fürstenau, Manfred Pinkal |
| 2010 | Convolution Kernel over Packed Parse Forest. Min Zhang, Hui Zhang, Haizhou Li |
| 2010 | Coreference Resolution across Corpora: Languages, Coding Schemes, and Preprocessing Information. Marta Recasens, Eduard H. Hovy |
| 2010 | Correcting Errors in Speech Recognition with Articulatory Dynamics. Frank Rudzicz |
| 2010 | Creating Robust Supervised Classifiers via Web-Scale N-Gram Data. Shane Bergsma, Emily Pitler, Dekang Lin |
| 2010 | Cross-Language Document Summarization Based on Machine Translation Quality Prediction. Xiaojun Wan, Huiying Li, Jianguo Xiao |
| 2010 | Cross-Language Text Classification Using Structural Correspondence Learning. Peter Prettenhofer, Benno Stein |
| 2010 | Cross-Lingual Latent Topic Extraction. Duo Zhang, Qiaozhu Mei, ChengXiang Zhai |
| 2010 | Dependency Parsing and Projection Based on Word-Pair Classification. Wenbin Jiang, Qun Liu |
| 2010 | Detecting Errors in Automatically-Parsed Dependency Relations. Markus Dickinson |
| 2010 | Detecting Experiences from Weblogs. Keun-Chan Park, Yoonjae Jeong, Sung-Hyon Myaeng |
| 2010 | Discriminative Modeling of Extraction Sets for Machine Translation. John DeNero, Dan Klein |
| 2010 | Discriminative Pruning for Discriminative ITG Alignment. Shujie Liu, Chi-Ho Li, Ming Zhou |
| 2010 | Dynamic Programming for Linear-Time Incremental Parsing. Liang Huang, Kenji Sagae |
| 2010 | Efficient Inference through Cascades of Weighted Tree Transducers. Jonathan May, Kevin Knight, Heiko Vogler |
| 2010 | Efficient Staggered Decoding for Sequence Labeling. Nobuhiro Kaji, Yasuhiro Fujiwara, Naoki Yoshinaga, Masaru Kitsuregawa |
| 2010 | Efficient Third-Order Dependency Parsers. Terry Koo, Michael Collins |
| 2010 | Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification. Shoushan Li, Chu-Ren Huang, Guodong Zhou, Sophia Yat Mei Lee |
| 2010 | Enhanced Word Decomposition by Calibrating the Decision Threshold of Probabilistic Models and Using a Model Ensemble. Sebastian Spiegler, Peter A. Flach |
| 2010 | Entity-Based Local Coherence Modelling Using Topological Fields. Jackie Chi Kit Cheung, Gerald Penn |
| 2010 | Error Detection for Statistical Machine Translation Using Linguistic Features. Deyi Xiong, Min Zhang, Haizhou Li |
| 2010 | Estimating Strictly Piecewise Distributions. Jeffrey Heinz, James Rogers |
| 2010 | Evaluating Multilanguage-Comparability of Subjectivity Analysis Systems. Jungi Kim, Jinji Li, Jong-Hyeok Lee |
| 2010 | Experiments in Graph-Based Semi-Supervised Learning Methods for Class-Instance Acquisition. Partha Pratim Talukdar, Fernando C. N. Pereira |
| 2010 | Exploring Syntactic Structural Features for Sub-Tree Alignment Using Bilingual Tree Kernels. Jun Sun, Min Zhang, Chew Lim Tan |
| 2010 | Extracting Social Networks from Literary Fiction. David K. Elson, Nicholas Dames, Kathleen R. McKeown |
| 2010 | Extraction and Approximation of Numerical Attributes from the Web. Dmitry Davidov, Ari Rappoport |
| 2010 | Faster Parsing by Supertagger Adaptation. Jonathan K. Kummerfeld, Jessika Roesner, Tim Dawborn, James Haggerty, James R. Curran, Stephen Clark |
| 2010 | Finding Cognate Groups Using Phylogenies. David Hall, Dan Klein |
| 2010 | Fine-Grained Genre Classification Using Structural Learning Algorithms. Zhili Wu, Katja Markert, Serge Sharoff |
| 2010 | Fine-Grained Tree-to-String Translation Rule Extraction. Xianchao Wu, Takuya Matsuzaki, Jun'ichi Tsujii |
| 2010 | Fully Unsupervised Core-Adjunct Argument Classification. Omri Abend, Ari Rappoport |
| 2010 | Generating Fine-Grained Reviews of Songs from Album Reviews. Swati Tata, Barbara Di Eugenio |
| 2010 | Generating Focused Topic-Specific Sentiment Lexicons. Valentin Jijkoun, Maarten de Rijke, Wouter Weerkamp |
| 2010 | Generating Image Descriptions Using Dependency Relational Patterns. Ahmet Aker, Robert J. Gaizauskas |
| 2010 | Generating Templates of Entity Summaries with an Entity-Aspect Model and Pattern Mining. Peng Li, Jing Jiang, Yinglin Wang |
| 2010 | Global Learning of Focused Entailment Graphs. Jonathan Berant, Ido Dagan, Jacob Goldberger |
| 2010 | Hard Constraints for Grammatical Function Labelling. Wolfgang Seeker, Ines Rehbein, Jonas Kuhn, Josef van Genabith |
| 2010 | Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data. Jenny Rose Finkel, Christopher D. Manning |
| 2010 | Hierarchical Search for Word Alignment. Jason Riesa, Daniel Marcu |
| 2010 | Hindi-to-Urdu Machine Translation through Transliteration. Nadir Durrani, Hassan Sajjad, Alexander M. Fraser, Helmut Schmid |
| 2010 | How Many Words Is a Picture Worth? Automatic Caption Generation for News Images. Yansong Feng, Mirella Lapata |
| 2010 | Identifying Generic Noun Phrases. Nils Reiter, Anette Frank |
| 2010 | Identifying Non-Explicit Citing Sentences for Citation-Based Summarization. Vahed Qazvinian, Dragomir R. Radev |
| 2010 | Identifying Text Polarity Using Random Walks. Ahmed Hassan Awadallah, Dragomir R. Radev |
| 2010 | Importance-Driven Turn-Bidding for Spoken Dialogue Systems. Ethan Selfridge, Peter A. Heeman |
| 2010 | Improved Unsupervised POS Induction through Prototype Discovery. Omri Abend, Roi Reichart, Ari Rappoport |
| 2010 | Improving Statistical Machine Translation with Monolingual Collocation. Zhanyi Liu, Haifeng Wang, Hua Wu, Sheng Li |
| 2010 | Improving the Use of Pseudo-Words for Evaluating Selectional Preferences. Nathanael Chambers, Daniel Jurafsky |
| 2010 | Incorporating Extra-Linguistic Information into Reference Resolution in Collaborative Task Dialogue. Ryu Iida, Syumpei Kobayashi, Takenobu Tokunaga |
| 2010 | Inducing Domain-Specific Semantic Class Taggers from (Almost) Nothing. Ruihong Huang, Ellen Riloff |
| 2010 | Joint Syntactic and Semantic Parsing of Chinese. Junhui Li, Guodong Zhou, Hwee Tou Ng |
| 2010 | Kernel Based Discourse Relation Recognition with Temporal Ordering Information. Wenting Wang, Jian Su, Chew Lim Tan |
| 2010 | Knowledge-Rich Word Sense Disambiguation Rivaling Supervised Systems. Simone Paolo Ponzetto, Roberto Navigli |
| 2010 | Latent Variable Models of Selectional Preference. Diarmuid Ó Séaghdha |
| 2010 | Learning 5000 Relational Extractors. Raphael Hoffmann, Congle Zhang, Daniel S. Weld |
| 2010 | Learning Arguments and Supertypes of Semantic Relations Using Recursive Patterns. Zornitsa Kozareva, Eduard H. Hovy |
| 2010 | Learning Phrase-Based Spelling Error Models from Clickthrough Data. Xu Sun, Jianfeng Gao, Daniel Micol, Chris Quirk |
| 2010 | Learning Script Knowledge with Web Experiments. Michaela Regneri, Alexander Koller, Manfred Pinkal |
| 2010 | Learning Word-Class Lattices for Definition and Hypernym Extraction. Roberto Navigli, Paola Velardi |
| 2010 | Learning to Adapt to Unknown Users: Referring Expression Generation in Spoken Dialogue Systems. Srinivasan Janarthanam, Oliver Lemon |
| 2010 | Learning to Follow Navigational Directions. Adam Vogel, Daniel Jurafsky |
| 2010 | Learning to Translate with Source and Target Syntax. David Chiang |
| 2010 | Letter-Phoneme Alignment: An Exploration. Sittichai Jiampojamarn, Grzegorz Kondrak |
| 2010 | Metadata-Aware Measures for Answer Summarization in Community Question Answering. Mattia Tomasoni, Minlie Huang |
| 2010 | Minimized Models and Grammar-Informed Initialization for Supertagging with Highly Ambiguous Lexicons. Sujith Ravi, Jason Baldridge, Kevin Knight |
| 2010 | Modeling Norms of Turn-Taking in Multi-Party Conversation. Kornel Laskowski |
| 2010 | Modeling Semantic Relevance for Question-Answer Pairs in Web Social Communities. Baoxun Wang, Xiaolong Wang, Chengjie Sun, Bingquan Liu, Lin Sun |
| 2010 | Models of Metaphor in NLP. Ekaterina Shutova |
| 2010 | Multilingual Pseudo-Relevance Feedback: Performance Study of Assisting Languages. Manoj Kumar Chinnakotla, Karthik Raman, Pushpak Bhattacharyya |
| 2010 | Now, Where Was I? Resumption Strategies for an In-Vehicle Dialogue System. Jessica Villing |
| 2010 | On Jointly Recognizing and Aligning Bilingual Named Entities. Yufeng Chen, Chengqing Zong, Keh-Yih Su |
| 2010 | On Learning Subtypes of the Part-Whole Relation: Do Not Mix Your Seeds. Ashwin Ittoo, Gosse Bouma |
| 2010 | On the Computational Complexity of Dominance Links in Grammatical Formalisms. Sylvain Schmitz |
| 2010 | Open Information Extraction Using Wikipedia. Fei Wu, Daniel S. Weld |
| 2010 | Open-Domain Semantic Role Labeling by Modeling Word Spans. Fei Huang, Alexander Yates |
| 2010 | Optimal Rank Reduction for Linear Context-Free Rewriting Systems with Fan-Out Two. Benoît Sagot, Giorgio Satta |
| 2010 | Optimising Information Presentation for Spoken Dialogue Systems. Verena Rieser, Oliver Lemon, Xingkun Liu |
| 2010 | PCFGs, Topic Models, Adaptor Grammars and Learning Topical Collocations and the Structure of Proper Names. Mark Johnson |
| 2010 | Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning. François Mairesse, Milica Gasic, Filip Jurcícek, Simon Keizer, Blaise Thomson, Kai Yu, Steve J. Young |
| 2010 | Phylogenetic Grammar Induction. Taylor Berg-Kirkpatrick, Dan Klein |
| 2010 | Plot Induction and Evolutionary Search for Story Generation. Neil Duncan McIntyre, Mirella Lapata |
| 2010 | Practical Very Large Scale CRFs. Thomas Lavergne, Olivier Cappé, François Yvon |
| 2010 | Profiting from Mark-Up: Hyper-Text Annotations for Guided Parsing. Valentin I. Spitkovsky, Daniel Jurafsky, Hiyan Alshawi |
| 2010 | Pseudo-Word for Phrase-Based Machine Translation. Xiangyu Duan, Min Zhang, Haizhou Li |
| 2010 | Reading between the Lines: Learning to Map High-Level Instructions to Commands. S. R. K. Branavan, Luke Zettlemoyer, Regina Barzilay |
| 2010 | Rebanking CCGbank for Improved NP Interpretation. Matthew Honnibal, James R. Curran, Johan Bos |
| 2010 | Recommendation in Internet Forums and Blogs. Jia Wang, Qing Li, Yuanzhu Peter Chen, Zhangxi Lin |
| 2010 | Sentence and Expression Level Annotation of Opinions in User-Generated Discourse. Cigdem Toprak, Niklas Jakob, Iryna Gurevych |
| 2010 | Sentiment Learning on Product Reviews via Sentiment Ontology Tree. Wei Wei, Jon Atle Gulla |
| 2010 | Simple, Accurate Parsing with an All-Fragments Grammar. Mohit Bansal, Dan Klein |
| 2010 | Starting from Scratch in Semantic Role Labeling. Michael Connor, Yael Gertner, Cynthia Fisher, Dan Roth |
| 2010 | String Extension Learning. Jeffrey Heinz |
| 2010 | Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation. Xianpei Han, Jun Zhao |
| 2010 | Supervised Noun Phrase Coreference Research: The First Fifteen Years. Vincent Ng |
| 2010 | Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure. Jeff Mitchell, Mirella Lapata, Vera Demberg, Frank Keller |
| 2010 | Syntax-to-Morphology Mapping in Factored Phrase-Based Statistical Machine Translation from English to Turkish. Reyyan Yeniterzi, Kemal Oflazer |
| 2010 | SystemT: An Algebraic Approach to Declarative Information Extraction. Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan |
| 2010 | Temporal Information Processing of a New Language: Fast Porting with Minimal Resources. Francisco Costa, António Branco |
| 2010 | The Human Language Project: Building a Universal Corpus of the World's Languages. Steven P. Abney, Steven Bird |
| 2010 | The Importance of Rule Restrictions in CCG. Marco Kuhlmann, Alexander Koller, Giorgio Satta |
| 2010 | The Influence of Discourse on Syntax: A Psycholinguistic Model of Sentence Processing. Amit Dubey |
| 2010 | Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection. Linlin Li, Benjamin Roth, Caroline Sporleder |
| 2010 | Towards Open-Domain Semantic Role Labeling. Danilo Croce, Cristina Giannone, Paolo Annesi, Roberto Basili |
| 2010 | Towards Robust Multi-Tool Tagging. An OWL/DL-Based Approach. Christian Chiarcos |
| 2010 | Training Phrase Translation Models with Leaving-One-Out. Joern Wuebker, Arne Mauser, Hermann Ney |
| 2010 | TrustRank: Inducing Trust in Automatic Translations via Ranking. Radu Soricut, Abdessamad Echihabi |
| 2010 | Understanding the Semantic Structure of Noun Phrase Queries. Xiao Li |
| 2010 | Unsupervised Event Coreference Resolution with Rich Linguistic Features. Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2010 | Unsupervised Ontology Induction from Text. Hoifung Poon, Pedro M. Domingos |
| 2010 | Untangling the Cross-Lingual Link Structure of Wikipedia. Gerard de Melo, Gerhard Weikum |
| 2010 | Using Document Level Cross-Event Inference to Improve Event Extraction. Shasha Liao, Ralph Grishman |
| 2010 | Using Smaller Constituents Rather Than Sentences in Active Learning for Japanese Dependency Parsing. Manabu Sassano, Sadao Kurohashi |
| 2010 | Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization. Shay B. Cohen, Noah A. Smith |
| 2010 | Wikipedia as Sense Inventory to Improve Diversity in Web Search Results. Celina Santamaría, Julio Gonzalo, Javier Artiles |
| 2010 | Word Representations: A Simple and General Method for Semi-Supervised Learning. Joseph P. Turian, Lev-Arie Ratinov, Yoshua Bengio |