| 2010 | "Got You!": Automatic Vandalism Detection in Wikipedia with Web-based Shallow Syntactic-Semantic Modeling. William Yang Wang, Kathleen R. McKeown |
| 2010 | 2D Trie for Fast Parsing. Xian Qian, Qi Zhang, Xuanjing Huang, Lide Wu |
| 2010 | A Character-Based Joint Model for Chinese Word Segmentation. Kun Wang, Chengqing Zong, Keh-Yih Su |
| 2010 | A Cross-lingual Annotation Projection Approach for Relation Detection. Seokhwan Kim, Minwoo Jeong, Jonghoon Lee, Gary Geunbae Lee |
| 2010 | A Discriminative Latent Variable-Based "DE" Classifier for Chinese-English SMT. Jinhua Du, Andy Way |
| 2010 | A Hierarchical Classifier Applied to Multi-way Sentiment Detection. Adrian Bickerstaffe, Ingrid Zukerman |
| 2010 | A Large Scale Ranker-Based System for Search Query Spelling Correction. Jianfeng Gao, Xiaolong Li, Daniel Micol, Chris Quirk, Xu Sun |
| 2010 | A Methodology for Automatic Identification of Nocuous Ambiguity. Hui Yang, Anne N. De Roeck, Alistair Willis, Bashar Nuseibeh |
| 2010 | A Minimum Error Weighting Combination Strategy for Chinese Semantic Role Labeling. Tao Zhuang, Chengqing Zong |
| 2010 | A Monolingual Tree-based Translation Model for Sentence Simplification. Zhemin Zhu, Delphine Bernhard, Iryna Gurevych |
| 2010 | A Multiple-Domain Ontology Builder. Sara Salem, Samir AbdelRahman |
| 2010 | A Novel Reordering Model Based on Multi-layer Phrase for Statistical Machine Translation. Yanqing He, Yu Zhou, Chengqing Zong, Huilin Wang |
| 2010 | A Rhetorical Syntax-Driven Model for Speech Summarization. Jian Zhang, Pascale Fung |
| 2010 | A Structured Vector Space Model for Hidden Attribute Meaning in Adjective-Noun Phrases. Matthias Hartung, Anette Frank |
| 2010 | A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel. Bin Chen, Jian Su, Chew Lim Tan |
| 2010 | A Utility-Driven Approach to Question Ranking in Social QA. Razvan C. Bunescu, Yunfeng Huang |
| 2010 | A Working Report on Statistically Modeling Dative Variation in Mandarin Chinese. Yao Yao, Feng-hsi Liu |
| 2010 | Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation. Mu Li, Yinggong Zhao, Dongdong Zhang, Ming Zhou |
| 2010 | An Empirical Study on Learning to Rank of Tweets. Yajuan Duan, Long Jiang, Tao Qin, Ming Zhou, Heung-Yeung Shum |
| 2010 | An Empirical Study on Web Mining of Parallel Data. Gum-Won Hong, Chi-Ho Li, Ming Zhou, Hae-Chang Rim |
| 2010 | An Exploration of Features for Recognizing Word Emotion. Changqin Quan, Fuji Ren |
| 2010 | An ontology-driven system for detecting global health events. Nigel Collier, Reiko Matsuda Goodwin, John P. McCrae, Son Doan, Ai Kawazoe, Mike Conway, Asanee Kawtrakul, Koichi Takeuchi, Dinh Dien |
| 2010 | Automated Translation of Semantic Relationships. Dmitry Davidov, Ari Rappoport |
| 2010 | Automatic Detection of Non-deverbal Event Nouns for Quick Lexicon Production. Núria Bel, Maria Coll, Gabriela Resnik |
| 2010 | Automatic Discovery of Feature Sets for Dependency Parsing. Peter Nilsson, Pierre Nugues |
| 2010 | Automatic analysis of semantic similarity in comparable text through syntactic tree matching. Erwin Marsi, Emiel Krahmer |
| 2010 | Automatic generation of inter-passage links based on semantic similarity. Petr Knoth, Jakub Novotny, Zdenek Zdráhal |
| 2010 | Automatically Learning Source-side Reordering Rules for Large Scale Machine Translation. Dmitriy Genzel |
| 2010 | Better Arabic Parsing: Baselines, Evaluations, and Analysis. Spence Green, Christopher D. Manning |
| 2010 | Bipolar Person Name Identification of Topic Documents Using Principal Component Analysis. Chien Chin Chen, Chen-Yuan Wu |
| 2010 | Bringing Active Learning to Life. Ines Rehbein, Josef Ruppenhofer, Alexis Palmer |
| 2010 | Broad Coverage Multilingual Deep Sentence Generation with a Stochastic Multi-Level Realizer. Bernd Bohnet, Leo Wanner, Simon Mille, Alicia Burga |
| 2010 | Build Chinese Emotion Lexicons Using A Graph-based Algorithm and Multiple Resources. Ge Xu, Xinfan Meng, Houfeng Wang |
| 2010 | COLING 2010, 23rd International Conference on Computational Linguistics, Proceedings of the Conference, 23-27 August 2010, Beijing, China Chu-Ren Huang, Dan Jurafsky |
| 2010 | Chinese CCGbank: extracting CCG derivations from the Penn Chinese Treebank. Daniel Tse, James R. Curran |
| 2010 | Citation Summarization Through Keyphrase Extraction. Vahed Qazvinian, Dragomir R. Radev, Arzucan Özgür |
| 2010 | Co-STAR: A Co-training Style Algorithm for Hyponymy Relation Acquisition from Structured and Unstructured Text. Jong-Hoon Oh, Ichiro Yamada, Kentaro Torisawa, Stijn De Saeger |
| 2010 | Comparing Language Similarity across Genetic and Typologically-Based Groupings. Ryan Georgi, Fei Xia, William D. Lewis |
| 2010 | Comparison of different algebras for inducing the temporal structure of texts. Pascal Denis, Philippe Muller |
| 2010 | Computing EM-based Alignments of Routes and Route Directions as a Basis for Natural Language Generation. Michael Roth, Anette Frank |
| 2010 | Constituent Reordering and Syntax Models for English-to-Japanese Statistical Machine Translation. Young-Suk Lee, Bing Zhao, Xiaoqiang Luo |
| 2010 | Constraining robust constructions for broad-coverage parsing with precision grammars. Bart Cramer, Yi Zhang |
| 2010 | Contextual Modeling for Meeting Translation Using Unsupervised Word Sense Disambiguation. Mei Yang, Katrin Kirchhoff |
| 2010 | Controlling Listening-oriented Dialogue using Partially Observable Markov Decision Processes. Toyomi Meguro, Ryuichiro Higashinaka, Yasuhiro Minami, Kohji Dohsaka |
| 2010 | Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches. Shuming Shi, Huibin Zhang, Xiaojie Yuan, Ji-Rong Wen |
| 2010 | Data-Driven Parsing with Probabilistic Linear Context-Free Rewriting Systems. Laura Kallmeyer, Wolfgang Maier |
| 2010 | Dependency Forest for Statistical Machine Translation. Zhaopeng Tu, Yang Liu, Young-Sook Hwang, Qun Liu, Shouxun Lin |
| 2010 | Dependency-driven Anaphoricity Determination for Coreference Resolution. Fang Kong, Guodong Zhou, Longhua Qian, Qiaoming Zhu |
| 2010 | Detecting Speech Repairs Incrementally Using a Noisy Channel Approach. Simon Zwarts, Mark Johnson, Robert Dale |
| 2010 | Detection of Simple Plagiarism in Computer Science Papers. Yaakov HaCohen-Kerner, Aharon Tayeb, Natan Ben-Dror |
| 2010 | Disambiguating Dynamic Sentiment Ambiguous Adjectives. Yunfang Wu, Miaomiao Wen |
| 2010 | Discriminative Induction of Sub-Tree Alignment using Limited Labeled Data. Jun Sun, Min Zhang, Chew Lim Tan |
| 2010 | Discriminative Training for Near-Synonym Substitution. Liang-Chih Yu, Hsiu-Min Shih, Yu-Ling Lai, Jui-Feng Yeh, Chung-Hsien Wu |
| 2010 | EMDC: A Semi-supervised Approach for Word Alignment. Qin Gao, Francisco Guzmán, Stephan Vogel |
| 2010 | EMMA: A novel Evaluation Metric for Morphological Analysis. Sebastian Spiegler, Christian Monson |
| 2010 | Efficient Statement Identification for Automatic Market Forecasting. Henning Wachsmuth, Peter Prettenhofer, Benno Stein |
| 2010 | Emotion Cause Detection with Linguistic Constructions. Ying Chen, Sophia Yat Mei Lee, Shoushan Li, Chu-Ren Huang |
| 2010 | End-to-End Coreference Resolution via Hypergraph Partitioning. Jie Cai, Michael Strube |
| 2010 | Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization. Jian Huang, Pucktada Treeratpituk, Sarah M. Taylor, C. Lee Giles |
| 2010 | Enhancing Morphological Alignment for Translating Highly Inflected Languages. Minh-Thang Luong, Min-Yen Kan |
| 2010 | Enriching Dictionaries with Images from the Internet - Targeting Wikipedia and a Japanese Semantic Lexicon: Lexeed -. Sanae Fujita, Masaaki Nagata |
| 2010 | Entity Disambiguation for Knowledge Base Population. Mark Dredze, Paul McNamee, Delip Rao, Adam Gerber, Tim Finin |
| 2010 | Entity Linking Leveraging Automatically Generated Annotation. Wei Zhang, Jian Su, Chew Lim Tan, Wenting Wang |
| 2010 | Entity-Focused Sentence Simplification for Relation Extraction. Makoto Miwa, Rune Sætre, Yusuke Miyao, Jun'ichi Tsujii |
| 2010 | Estimating Linear Models for Compositional Distributional Semantics. Fabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, Suresh Manandhar |
| 2010 | Evaluating Dependency Representations for Event Extraction. Makoto Miwa, Sampo Pyysalo, Tadayoshi Hara, Jun'ichi Tsujii |
| 2010 | Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction. Su Nam Kim, Timothy Baldwin, Min-Yen Kan |
| 2010 | Evaluation of Dependency Parsers on Unbounded Dependencies. Joakim Nivre, Laura Rimell, Ryan T. McDonald, Carlos Gómez-Rodríguez |
| 2010 | Exploiting Background Knowledge for Relation Extraction. Yee Seng Chan, Dan Roth |
| 2010 | Exploiting Salient Patterns for Question Detection and Question Retrieval in Community-based Question Answering. Kai Wang, Tat-Seng Chua |
| 2010 | Exploiting Structured Ontology to Organize Scattered Online Opinions. Yue Lu, Huizhong Duan, Hongning Wang, ChengXiang Zhai |
| 2010 | Explore the Structure of Social Tags by Subsumption Relations. Xiance Si, Zhiyuan Liu, Maosong Sun |
| 2010 | Exploring variation across biomedical subdomains. Tom Lippincott, Diarmuid Ó Séaghdha, Lin Sun, Anna Korhonen |
| 2010 | FactRank: Random Walks on a Web of Facts. Alpa Jain, Patrick Pantel |
| 2010 | Fast and Accurate Arc Filtering for Dependency Parsing. Shane Bergsma, Colin Cherry |
| 2010 | Fast, Greedy Model Minimization for Unsupervised Tagging. Sujith Ravi, Ashish Vaswani, Kevin Knight, David Chiang |
| 2010 | Feature-Rich Discriminative Phrase Rescoring for SMT. Fei Huang, Bing Xiang |
| 2010 | Filtered Ranking for Bootstrapping in Event Extraction. Shasha Liao, Ralph Grishman |
| 2010 | Finding the Storyteller: Automatic Spoiler Tagging using Linguistic Cues. Sheng Guo, Naren Ramakrishnan |
| 2010 | Fluency Constraints for Minimum Bayes-Risk Decoding of Statistical Machine Translation Lattices. Graeme W. Blackwood, Adrià de Gispert, William Byrne |
| 2010 | Forest-guided Supertagger Training. Yao-Zhong Zhang, Takuya Matsuzaki, Jun'ichi Tsujii |
| 2010 | Generating Learner-Like Morphological Errors in Russian. Markus Dickinson |
| 2010 | Grouping Product Features Using Semi-Supervised Learning with Soft-Constraints. Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia |
| 2010 | Heterogeneous Parsing via Collaborative Decoding. Muhua Zhu, Jingbo Zhu, Tong Xiao |
| 2010 | Hierarchical Phrase-based Machine Translation with Word-based Reordering Model. Katsuhiko Hayashi, Hajime Tsukada, Katsuhito Sudoh, Kevin Duh, Seiichi Yamamoto |
| 2010 | Hungarian Corpus of Light Verb Constructions. Veronika Vincze, János Csirik |
| 2010 | Identifying Multi-word Expressions by Leveraging Morphological and Syntactic Idiosyncrasy. Hassan Al-Haj, Shuly Wintner |
| 2010 | Improving Corpus Comparability for Bilingual Lexicon Extraction from Comparable Corpora. Bo Li, Éric Gaussier |
| 2010 | Improving the Quality of Text Understanding by Delaying Ambiguity Resolution. Doo Soon Kim, Ken Barker, Bruce W. Porter |
| 2010 | Inducing Fine-Grained Semantic Classes via Hierarchical and Collective Classification. Md. Altaf ur Rahman, Vincent Ng |
| 2010 | Investigating the cross-linguistic potential of VerbNet-style classification. Lin Sun, Thierry Poibeau, Anna Korhonen, Cédric Messiant |
| 2010 | Joint Parsing and Translation. Yang Liu, Qun Liu |
| 2010 | Joint Tokenization and Translation. Xinyan Xiao, Yang Liu, Young-Sook Hwang, Qun Liu, Shouxun Lin |
| 2010 | Jointly Modeling WSD and SRL with Markov Logic. Wanxiang Che, Ting Liu |
| 2010 | Kernel Slicing: Scalable Online Training with Conjunctive Features. Naoki Yoshinaga, Masaru Kitsuregawa |
| 2010 | Knowing What to Believe (when you already know something). Jeff Pasternack, Dan Roth |
| 2010 | Large Scale Parallel Document Mining for Machine Translation. Jakob Uszkoreit, Jay Ponte, Ashok C. Popat, Moshe Dubiner |
| 2010 | Latent Mixture of Discriminative Experts for Multimodal Prediction Modeling. Derya Ozkan, Kenji Sagae, Louis-Philippe Morency |
| 2010 | Learning the Scope of Negation via Shallow Semantic Parsing. Junhui Li, Guodong Zhou, Hongling Wang, Qiaoming Zhu |
| 2010 | Learning to Predict Readability using Diverse Linguistic Features. Rohit J. Kate, Xiaoqiang Luo, Siddharth Patwardhan, Martin Franz, Radu Florian, Raymond J. Mooney, Salim Roukos, Chris Welty |
| 2010 | Leveraging Multiple MT Engines for Paraphrase Generation. Shiqi Zhao, Haifeng Wang, Xiang Lan, Ting Liu |
| 2010 | Local lexical adaptation in Machine Translation through triangulation: SMT helping SMT. Josep Maria Crego, Aurélien Max, François Yvon |
| 2010 | Maximum Metric Score Training for Coreference Resolution. Shanheng Zhao, Hwee Tou Ng |
| 2010 | Measuring the Non-compositionality of Multiword Expressions. Fan Bu, Xiaoyan Zhu, Ming Li |
| 2010 | Metaphor Identification Using Verb and Noun Clustering. Ekaterina Shutova, Lin Sun, Anna Korhonen |
| 2010 | Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems. Nan Duan, Mu Li, Dongdong Zhang, Ming Zhou |
| 2010 | Modeling Socio-Cultural Phenomena in Discourse. Tomek Strzalkowski, George Aaron Broadwell, Jennifer Stromer-Galley, Samira Shaikh, Sarah M. Taylor, Nick Webb |
| 2010 | Multi-Document Summarization via the Minimum Dominating Set. Chao Shen, Tao Li |
| 2010 | Multi-Sentence Compression: Finding Shortest Paths in Word Graphs. Katja Filippova |
| 2010 | Multilingual Subjectivity: Are More Languages Better? Carmen Banea, Rada Mihalcea, Janyce Wiebe |
| 2010 | Near-synonym Lexical Choice in Latent Semantic Space. Tong Wang, Graeme Hirst |
| 2010 | Nonparametric Word Segmentation for Machine Translation. ThuyLinh Nguyen, Stephan Vogel, Noah A. Smith |
| 2010 | Normal-form parsing for Combinatory Categorial Grammars with generalized composition and type-raising. Julia Hockenmaier, Yonatan Bisk |
| 2010 | Open Entity Extraction from Web Search Query Logs. Alpa Jain, Marco Pennacchiotti |
| 2010 | Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions. Kavita Ganesan, ChengXiang Zhai, Jiawei Han |
| 2010 | Paraphrase Alignment for Synonym Evidence Discovery. Gintare Grigonyte, João Cordeiro, Gaël Dias, Rumen Moraliyski, Pavel Brazdil |
| 2010 | Paraphrasing with Search Engine Query Logs. Shiqi Zhao, Haifeng Wang, Ting Liu |
| 2010 | Phrase Clustering for Smoothing TM Probabilities - or, How to Extract Paraphrases from Phrase Tables. Roland Kuhn, Boxing Chen, George F. Foster, Evan Stratford |
| 2010 | Plagiarism Detection across Distant Language Pairs. Alberto Barrón-Cedeño, Paolo Rosso, Eneko Agirre, Gorka Labaka |
| 2010 | Probabilistic Tree-Edit Models with Structured Latent Variables for Textual Entailment and Question Answering. Mengqiu Wang, Christopher D. Manning |
| 2010 | RTG based surface realisation for TAG. Claire Gardent, Laura Perez-Beltrachini |
| 2010 | Recognising Entailment within Discourse. Shachar Mirkin, Jonathan Berant, Ido Dagan, Eyal Shnarch |
| 2010 | Recognition of Affect, Judgment, and Appreciation in Text. Alena Neviarouskaya, Helmut Prendinger, Mitsuru Ishizuka |
| 2010 | Reranking Models in Fine-grained Opinion Analysis. Richard Johansson, Alessandro Moschitti |
| 2010 | Resolving Object and Attribute Coreference in Opinion Mining. Xiaowen Ding, Bing Liu |
| 2010 | Resolving Surface Forms to Wikipedia Topics. Yiping Zhou, Lan Nie, Omid Rouhani-Kalleh, Flavian Vasile, Scott Gaffney |
| 2010 | Revisiting Context-based Projection Methods for Term-Translation Spotting in Comparable Corpora. Audrey Laroche, Philippe Langlais |
| 2010 | Robust Measurement and Comparison of Context Similarity for Finding Translation Pairs. Daniel Andrade, Tetsuya Nasukawa, Jun'ichi Tsujii |
| 2010 | Self-Annotation for fine-grained geospatial relation extraction. André Blessing, Hinrich Schütze |
| 2010 | Semantic Role Features for Machine Translation. Ding Liu, Daniel Gildea |
| 2010 | Semantic Role Labeling for News Tweets. Xiaohua Liu, Kuan Li, Bo Han, Ming Zhou, Long Jiang, Zhongyang Xiong, Changning Huang |
| 2010 | SemanticRank: Ranking Keywords and Sentences Using Semantic Graphs. George Tsatsaronis, Iraklis Varlamis, Kjetil Nørvåg |
| 2010 | Semi-supervised dependency parsing using generalized tri-training. Anders Søgaard, Christian Rishøj |
| 2010 | Sentiment Classification and Polarity Shifting. Shoushan Li, Sophia Yat Mei Lee, Ying Chen, Chu-Ren Huang, Guodong Zhou |
| 2010 | Simple and Efficient Algorithm for Approximate Dictionary Matching. Naoaki Okazaki, Jun'ichi Tsujii |
| 2010 | Simplicity is Better: Revisiting Single Kernel PPI Extraction. Sung-Pil Choi, Sung-Hyon Myaeng |
| 2010 | Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization. Xiaoyan Cai, Wenjie Li, Ouyang You, Hong Yan |
| 2010 | Standardizing Wordnets in the ISO Standard LMF: Wordnet-LMF for GermaNet. Verena Henrich, Erhard W. Hinrichs |
| 2010 | Structure-Aware Review Mining and Summarization. Fangtao Li, Chao Han, Minlie Huang, Xiaoyan Zhu, Yingju Xia, Shu Zhang, Hao Yu |
| 2010 | Syntactic Scope Resolution in Uncertainty Analysis. Lilja Øvrelid, Erik Velldal, Stephan Oepen |
| 2010 | Syntax Based Reordering with Automatically Derived Rules for Improved Statistical Machine Translation. Karthik Visweswariah, Jirí Navrátil, Jeffrey S. Sorensen, Vijil Chenthamarakshan, Nandakishore Kambhatla |
| 2010 | Testing SDRT's Right Frontier. Stergos D. Afantenos, Nicholas Asher |
| 2010 | Text Summarization of Turkish Texts using Latent Semantic Analysis. Makbule Gulcin Ozsoy, Ilyas Cicekli, Ferda Nur Alpaslan |
| 2010 | The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns. Lizhen Qu, Georgiana Ifrim, Gerhard Weikum |
| 2010 | TimeML Events Recognition and Classification: Learning CRF Models with Semantic Roles. Hector Llorens, Estela Saquete, Borja Navarro-Colorado |
| 2010 | Top Accuracy and Fast Dependency Parsing is not a Contradiction. Bernd Bohnet |
| 2010 | Towards a Unified Approach to Simultaneous Single-Document and Multi-Document Summarizations. Xiaojun Wan |
| 2010 | Towards an optimal weighting of context words based on distance. Bernard Brosseau-Villeneuve, Jian-Yun Nie, Noriko Kando |
| 2010 | Translation Model Generalization using Probability Averaging for Machine Translation. Nan Duan, Hong Sun, Ming Zhou |
| 2010 | Ukwabelana - An open-source morphological Zulu corpus. Sebastian Spiegler, Andrew van der Spuy, Peter A. Flach |
| 2010 | Unsupervised Synthesis of Multilingual Wikipedia Articles. Yuncong Chen, Pascale Fung |
| 2010 | Unsupervised phonemic Chinese word segmentation using Adaptor Grammars. Mark Johnson, Katherine Demuth |
| 2010 | Using Cross-Lingual Projections to Generate Semantic Role Labeled Annotated Corpus for Urdu - A Resource Poor Language. Smruthi Mukund, Debanjan Ghosh, Rohini K. Srihari |
| 2010 | Using Web-scale N-grams to Improve Base NP Parsing Performance. Emily Pitler, Shane Bergsma, Dekang Lin, Kenneth Ward Church |
| 2010 | Value for Money: Balancing Annotation Effort, Lexicon Building and Accuracy for Multilingual WSD. Mitesh M. Khapra, Saurabh Sohoney, Anup Kulkarni, Pushpak Bhattacharyya |
| 2010 | Weakly Supervised Morphology Learning for Agglutinating Languages Using Small Training Sets. Ksenia Shalonova, Bruno Golénia |