| 2010 | 'Poetic' Statistical Machine Translation: Rhyme and Meter. Dmitriy Genzel, Jakob Uszkoreit, Franz Josef Och |
| 2010 | A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model. Yue Zhang, Stephen Clark |
| 2010 | A Fast Fertility Hidden Markov Model for Word Alignment Using MCMC. Shaojun Zhao, Daniel Gildea |
| 2010 | A Game-Theoretic Approach to Generating Spatial Descriptions. Dave Golland, Percy Liang, Dan Klein |
| 2010 | A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. Minh-Thang Luong, Preslav Nakov, Min-Yen Kan |
| 2010 | A Latent Variable Model for Geographic Lexical Variation. Jacob Eisenstein, Brendan O'Connor, Noah A. Smith, Eric P. Xing |
| 2010 | A Mixture Model with Sharing for Lexical Semantics. Joseph Reisinger, Raymond J. Mooney |
| 2010 | A Multi-Pass Sieve for Coreference Resolution. Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nate Chambers, Mihai Surdeanu, Dan Jurafsky, Christopher D. Manning |
| 2010 | A New Approach to Lexical Disambiguation of Arabic Text. Rushin Shah, Paramveer S. Dhillon, Mark Y. Liberman, Dean P. Foster, Mohamed Maamouri, Lyle H. Ungar |
| 2010 | A Probabilistic Morphological Analyzer for Syriac. Peter McClanahan, George Busby, Robbie Haertel, Kristian Heal, Deryle Lonsdale, Kevin D. Seppi, Eric K. Ringger |
| 2010 | A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension. Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka |
| 2010 | A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web. Zornitsa Kozareva, Eduard H. Hovy |
| 2010 | A Simple Domain-Independent Probabilistic Approach to Generation. Gabor Angeli, Percy Liang, Dan Klein |
| 2010 | A Tree Kernel-Based Unified Framework for Chinese Zero Anaphora Resolution. Fang Kong, Guodong Zhou |
| 2010 | A Unified Framework for Scope Learning via Simplified Shallow Semantic Parsing. Qiaoming Zhu, Junhui Li, Hongling Wang, Guodong Zhou |
| 2010 | An Approach of Generating Personalized Views from Normalized Electronic Dictionaries : A Practical Experiment on Arabic Language. Aïda Khemakhem, Bilel Gargouri, Abdelmajid Ben Hamadou |
| 2010 | An Efficient Algorithm for Unsupervised Word Segmentation with Branching Entropy and MDL. Valentin Zhikov, Hiroya Takamura, Manabu Okumura |
| 2010 | Assessing Phrase-Based Translation Models with Oracle Decoding. Guillaume Wisniewski, Alexandre Allauzen, François Yvon |
| 2010 | Automatic Analysis of Rhythmic Poetry with Applications to Generation and Translation. Erica Greene, Tugba Bodrumlu, Kevin Knight |
| 2010 | Automatic Comma Insertion for Japanese Text Generation. Masaki Murata, Tomohiro Ohno, Shigeki Matsubara |
| 2010 | Automatic Detection and Classification of Social Events. Apoorv Agarwal, Owen Rambow |
| 2010 | Automatic Discovery of Manner Relations and its Applications. Eduardo Blanco, Dan I. Moldovan |
| 2010 | Automatic Evaluation of Translation Quality for Distant Language Pairs. Hideki Isozaki, Tsutomu Hirao, Kevin Duh, Katsuhito Sudoh, Hajime Tsukada |
| 2010 | Automatic Keyphrase Extraction via Topic Decomposition. Zhiyuan Liu, Wenyi Huang, Yabin Zheng, Maosong Sun |
| 2010 | Automatically Producing Plot Unit Representations for Narrative Text. Amit Goyal, Ellen Riloff, Hal Daumé III |
| 2010 | Better Punctuation Prediction with Dynamic Conditional Random Fields. Wei Lu, Hwee Tou Ng |
| 2010 | Classifying Dialogue Acts in One-on-One Live Chats. Su Nam Kim, Lawrence Cavedon, Timothy Baldwin |
| 2010 | Clustering-Based Stratified Seed Sampling for Semi-Supervised Relation Classification. Longhua Qian, Guodong Zhou |
| 2010 | Collective Cross-Document Relation Extraction Without Labelled Data. Limin Yao, Sebastian Riedel, Andrew McCallum |
| 2010 | Combining Unsupervised and Supervised Alignments for MT: An Empirical Study. Jinxi Xu, Antti-Veikko I. Rosti |
| 2010 | Confidence in Structured-Prediction Using Confidence-Weighted Models. Avihai Mejer, Koby Crammer |
| 2010 | Constraints Based Taxonomic Relation Classification. Quang Do, Dan Roth |
| 2010 | Context Comparison of Bursty Events in Web Search and Online Media. Yunliang Jiang, Cindy Xide Lin, Qiaozhu Mei |
| 2010 | Cross Language Text Classification by Model Translation and Semi-Supervised Learning. Lei Shi, Rada Mihalcea, Mingjun Tian |
| 2010 | Crouching Dirichlet, Hidden Markov Model: Unsupervised POS Tagging with Context Local Tag Generation. Taesun Moon, Katrin Erk, Jason Baldridge |
| 2010 | Discriminative Instance Weighting for Domain Adaptation in Statistical Machine Translation. George F. Foster, Cyril Goutte, Roland Kuhn |
| 2010 | Discriminative Sample Selection for Statistical Machine Translation. Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan |
| 2010 | Discriminative Word Alignment with a Function Word Reordering Model. Hendra Setiawan, Christopher Dyer, Philip Resnik |
| 2010 | Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks. Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Frederick Reiss, Shivakumar Vaithyanathan |
| 2010 | Dual Decomposition for Parsing with Non-Projective Head Automata. Terry Koo, Alexander M. Rush, Michael Collins, Tommi S. Jaakkola, David A. Sontag |
| 2010 | Effects of Empty Categories on Machine Translation. Tagyoung Chung, Daniel Gildea |
| 2010 | Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models. Amarnag Subramanya, Slav Petrov, Fernando C. N. Pereira |
| 2010 | Efficient Incremental Decoding for Tree-to-String Translation. Liang Huang, Haitao Mi |
| 2010 | Enhancing Domain Portability of Chinese Segmentation Model Using Chi-Square Statistics and Bootstrapping. Baobao Chang, Dongxu Han |
| 2010 | Enhancing Mention Detection Using Projection via Aligned Corpora. Yassine Benajiba, Imed Zitouni |
| 2010 | Evaluating Models of Latent Document Semantics in the Presence of OCR Errors. Daniel David Walker, William B. Lund, Eric K. Ringger |
| 2010 | Evaluating the Impact of Alternative Dependency Graph Encodings on Solving Event Extraction Tasks. Ekaterina Buyko, Udo Hahn |
| 2010 | Example-Based Paraphrasing for Improved Phrase-Based Statistical Machine Translation. Aurélien Max |
| 2010 | Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng |
| 2010 | Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random Fields. Niklas Jakob, Iryna Gurevych |
| 2010 | Facilitating Translation Using Source Language Paraphrase Lattices. Jinhua Du, Jie Jiang, Andy Way |
| 2010 | Function-Based Question Classification for General QA. Fan Bu, Xingwei Zhu, Yu Hao, Xiaoyan Zhu |
| 2010 | Further Meta-Evaluation of Broad-Coverage Surface Realization. Dominic Espinosa, Rajakrishnan Rajkumar, Michael White, Shoshana Berleant |
| 2010 | Fusing Eye Gaze with Speech Recognition Hypotheses to Resolve Exophoric References in Situated Dialogue. Zahar Prasov, Joyce Yue Chai |
| 2010 | Generating Confusion Sets for Context-Sensitive Error Correction. Alla Rozovskaya, Dan Roth |
| 2010 | Handling Noisy Queries in Cross Language FAQ Retrieval. Danish Contractor, Govind Kothari, Tanveer A. Faruquie, L. Venkata Subramaniam, Sumit Negi |
| 2010 | Hashing-Based Approaches to Spelling Correction of Personal Names. Raghavendra Udupa, Shaishav Kumar |
| 2010 | Hierarchical Phrase-Based Translation Grammars Extracted from Alignment Posterior Probabilities. Adrià de Gispert, Juan Pino, William J. Byrne |
| 2010 | Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation. Jordan L. Boyd-Graber, Philip Resnik |
| 2010 | Identifying Functional Relations in Web Text. Thomas Lin, Mausam, Oren Etzioni |
| 2010 | Improved Fully Unsupervised Parsing with Zoomed Learning. Roi Reichart, Ari Rappoport |
| 2010 | Improving Gender Classification of Blog Authors. Arjun Mukherjee, Bing Liu |
| 2010 | Improving Mention Detection Robustness to Noisy Input. Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni |
| 2010 | Improving Translation via Targeted Paraphrasing. Philip Resnik, Olivia Buzek, Chang Hu, Yakov Kronrod, Alexander J. Quinn, Benjamin B. Bederson |
| 2010 | Incorporating Content Structure into Text Analysis Applications. Christina Sauper, Aria Haghighi, Regina Barzilay |
| 2010 | Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification. Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, Mark Steedman |
| 2010 | Inducing Word Senses to Improve Web Search Result Clustering. Roberto Navigli, Giuseppe Crisafulli |
| 2010 | It Depends on the Translation: Unsupervised Dependency Parsing via Word Alignment. Samuel Brody |
| 2010 | Joint Inference for Bilingual Semantic Role Labeling. Tao Zhuang, Chengqing Zong |
| 2010 | Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks. Xian Qian, Qi Zhang, Yaqian Zhou, Xuanjing Huang, Lide Wu |
| 2010 | Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid. Wayne Xin Zhao, Jing Jiang, Hongfei Yan, Xiaoming Li |
| 2010 | Latent-Descriptor Clustering for Unsupervised POS Induction. Michael Lamar, Yariv Maron, Elie Bienenstock |
| 2010 | Learning First-Order Horn Clauses from Web Text. Stefan Schoenmackers, Jesse Davis, Oren Etzioni, Daniel S. Weld |
| 2010 | Learning Recurrent Event Queries for Web Search. Ruiqiang Zhang, Yuki Konda, Anlei Dong, Pranam Kolari, Yi Chang, Zhaohui Zheng |
| 2010 | Learning the Relative Usefulness of Questions in Community QA. Razvan C. Bunescu, Yunfeng Huang |
| 2010 | Lessons Learned in Part-of-Speech Tagging of Conversational Speech. Vladimir Eidelman, Zhongqiang Huang, Mary P. Harper |
| 2010 | Maximum Entropy Based Phrase Reordering for Hierarchical Phrase-Based Translation. Zhongjun He, Yao Meng, Hao Yu |
| 2010 | Measuring Distributional Similarity in Context. Georgiana Dinu, Mirella Lapata |
| 2010 | Minimum Error Rate Training by Sampling the Translation Lattice. Samidh Chatterjee, Nicola Cancedda |
| 2010 | Mining Name Translations from Entity Graph Mapping. Gae-won You, Seung-won Hwang, Young-In Song, Long Jiang, Zaiqing Nie |
| 2010 | Modeling Organization in Student Essays. Isaac Persing, Alan Davis, Vincent Ng |
| 2010 | Modeling Perspective Using Adaptor Grammars. Eric Hardisty, Jordan L. Boyd-Graber, Philip Resnik |
| 2010 | Multi-Document Summarization Using A* Search and Discriminative Learning. Ahmet Aker, Trevor Cohn, Robert J. Gaizauskas |
| 2010 | Multi-Level Structured Models for Document-Level Sentiment Classification. Ainur Yessenalina, Yisong Yue, Claire Cardie |
| 2010 | NLP on Spoken Documents Without ASR. Mark Dredze, Aren Jansen, Glen Coppersmith, Ken Ward Church |
| 2010 | Negative Training Data Can be Harmful to Text Classification. Xiaoli Li, Bing Liu, See-Kiong Ng |
| 2010 | Non-Isomorphic Forest Pair Translation. Hui Zhang, Min Zhang, Haizhou Li, Engsiong Chng |
| 2010 | Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. Marco Baroni, Roberto Zamparelli |
| 2010 | On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing. Alexander M. Rush, David A. Sontag, Michael Collins, Tommi S. Jaakkola |
| 2010 | PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts. Chang Liu, Daniel Dahlmeier, Hwee Tou Ng |
| 2010 | Positional Language Models for Clinical Information Retrieval. Florian Boudin, Jian-Yun Nie, Martin Dawes |
| 2010 | Practical Linguistic Steganography Using Contextual Synonym Substitution and Vertex Colour Coding. Ching-Yun Chang, Stephen Clark |
| 2010 | Predicting the Semantic Compositionality of Prefix Verbs. Shane Bergsma, Aditya Bhargava, Hua He, Grzegorz Kondrak |
| 2010 | Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, EMNLP 2010, 9-11 October 2010, MIT Stata Center, Massachusetts, USA, A meeting of SIGDAT, a Special Interest Group of the ACL |
| 2010 | Resolving Event Noun Phrases to Their Verbal Mentions. Bin Chen, Jian Su, Chew Lim Tan |
| 2010 | SCFG Decoding Without Binarization. Mark Hopkins, Greg Langmead |
| 2010 | SRL-Based Verb Selection for ESL. Xiaohua Liu, Bo Han, Kuan Li, Stephan Hyeonjun Stiller, Ming Zhou |
| 2010 | Self-Training with Products of Latent Variable Grammars. Zhongqiang Huang, Mary P. Harper, Slav Petrov |
| 2010 | Simple Type-Level Unsupervised POS Tagging. Yoong Keok Lee, Aria Haghighi, Regina Barzilay |
| 2010 | Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions. Zhongqiang Huang, Martin Cmejrek, Bowen Zhou |
| 2010 | Statistical Machine Translation with a Factorized Grammar. Libin Shen, Bing Zhang, Spyros Matsoukas, Jinxi Xu, Ralph M. Weischedel |
| 2010 | Staying Informed: Supervised and Semi-Supervised Multi-View Topical Analysis of Ideological Perspective. Amr Ahmed, Eric P. Xing |
| 2010 | Storing the Web in Memory: Space Efficient Language Models with Constant Time Retrieval. David Guthrie, Mark Hepple |
| 2010 | Summarizing Contrastive Viewpoints in Opinionated Text. Michael J. Paul, ChengXiang Zhai, Roxana Girju |
| 2010 | Tense Sense Disambiguation: A New Syntactic Polysemy Task. Roi Reichart, Ari Rappoport |
| 2010 | The Necessity of Combining Adaptation Methods. Ming-Wei Chang, Michael Connor, Dan Roth |
| 2010 | Title Generation with Quasi-Synchronous Grammar. Kristian Woodsend, Yansong Feng, Mirella Lapata |
| 2010 | Top-Down Nearly-Context-Sensitive Parsing. Eugene Charniak |
| 2010 | Towards Conversation Entailment: An Empirical Investigation. Chen Zhang, Joyce Yue Chai |
| 2010 | Training Continuous Space Language Models: Some Practical Issues. Hai Son Le, Alexandre Allauzen, Guillaume Wisniewski, François Yvon |
| 2010 | Translingual Document Representations from Discriminative Projections. John C. Platt, Kristina Toutanova, Wen-tau Yih |
| 2010 | Turbo Parsers: Dependency Parsing by Approximate Variational Inference. André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo |
| 2010 | Two Decades of Unsupervised POS Induction: How Far Have We Come? Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman |
| 2010 | Unsupervised Discovery of Negative Categories in Lexicon Bootstrapping. Tara McIntosh |
| 2010 | Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing. Phil Blunsom, Trevor Cohn |
| 2010 | Unsupervised Parse Selection for HPSG. Rebecca Dridan, Timothy Baldwin |
| 2010 | Uptraining for Accurate Deterministic Question Parsing. Slav Petrov, Pi-Chuan Chang, Michael Ringgaard, Hiyan Alshawi |
| 2010 | Using Universal Linguistic Knowledge to Guide Grammar Induction. Tahira Naseem, Harr Chen, Regina Barzilay, Mark Johnson |
| 2010 | Using Unknown Word Techniques to Learn Known Words. Kostadin Cholakov, Gertjan van Noord |
| 2010 | Utilizing Extra-Sentential Context for Parsing. Jackie Chi Kit Cheung, Gerald Penn |
| 2010 | We're Not in Kansas Anymore: Detecting Domain Changes in Streams. Mark Dredze, Tim Oates, Christine D. Piatko |
| 2010 | What a Parser Can Learn from a Semantic Role Labeler and Vice Versa. Stephen A. Boxwell, Dennis Mehay, Chris Brew |
| 2010 | What's with the Attitude? Identifying Sentences with Attitude in Online Discussions. Ahmed Hassan Awadallah, Vahed Qazvinian, Dragomir R. Radev |
| 2010 | WikiWars: A New Corpus for Research on Temporal Expressions. Pawel P. Mazur, Robert Dale |
| 2010 | Word Sense Induction Disambiguation Using Hierarchical Random Graphs. Ioannis P. Klapaftis, Suresh Manandhar |
| 2010 | Word-Based Dialect Identification with Georeferenced Rules. Yves Scherrer, Owen Rambow |