| 2003 | A Bootstrapping Approach to Named Entity Classification Using Successive Learners. Cheng Niu, Wei Li, Jihong Ding, Rohini K. Srihari |
| 2003 | A Comparative Study on Reordering Constraints in Statistical Machine Translation. Richard Zens, Hermann Ney |
| 2003 | A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue. Michael Strube, Christoph Müller |
| 2003 | A Noisy-Channel Approach to Question Answering. Abdessamad Echihabi, Daniel Marcu |
| 2003 | A Probability Model to Improve Word Alignment. Colin Cherry, Dekang Lin |
| 2003 | A SNoW Based Supertagger with Application to NP Chunking. Libin Shen, Aravind K. Joshi |
| 2003 | A Syllable Based Word Recognition Model for Korean Noun Extraction. Do-Gil Lee, Hae-Chang Rim, Heui-Seok Lim |
| 2003 | A Tabulation-Based Parsing Method that Reduces Copying. Gerald Penn, Cosmin Munteanu |
| 2003 | A Word-Order Database for Testing Computational Models of Language Acquisition. William Gregory Sakas |
| 2003 | Accurate Unlexicalized Parsing. Dan Klein, Christopher D. Manning |
| 2003 | Acquiring Vocabulary for Predictive Text Entry through Dynamic Reuse of a Small User Corpus. Kumiko Tanaka-Ishii, Daichi Hayakawa, Masato Takeichi |
| 2003 | An Expert Lexicon Approach to Identifying English Phrasal Verbs. Wei Li, Xiuhong Zhang, Cheng Niu, Yuankai Jiang, Rohini K. Srihari |
| 2003 | An Improved Extraction Pattern Representation Model for Automatic IE Pattern Acquisition. Kiyoshi Sudo, Satoshi Sekine, Ralph Grishman |
| 2003 | Analysis of Source Identified Text Corpora: Exploring the Statistics of the Reused Text and Authorship. Akiko N. Aizawa |
| 2003 | Bridging the Gap Between Underspecification Formalisms: Minimal Recursion Semantics as Dominance Constraints. Joachim Niehren, Stefan Thater |
| 2003 | Chunk-Based Statistical Translation. Taro Watanabe, Eiichiro Sumita, Hiroshi G. Okuno |
| 2003 | Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods. Hai Leong Chieu, Hwee Tou Ng, Yoong Keok Lee |
| 2003 | Clustering Polysemic Subcategorization Frame Distributions Semantically. Anna Korhonen, Yuval Krymolowski, Zvika Marx |
| 2003 | Combining Deep and Shallow Approaches in Parsing German. Michael Schiehlen |
| 2003 | Compounding and Derivational Morphology in a Finite-State Setting. Jonas Kuhn |
| 2003 | Constructing Semantic Space Models from Parsed Corpora. Sebastian Padó, Mirella Lapata |
| 2003 | Coreference Resolution Using Competition Learning Approach. Xiaofeng Yang, Guodong Zhou, Jian Su, Chew Lim Tan |
| 2003 | Corpus-Based Discourse Understanding in Spoken Dialogue Systems. Ryuichiro Higashinaka, Mikio Nakano, Kiyoaki Aikawa |
| 2003 | Counter-Training in Discovery of Semantic Patterns. Roman Yangarber |
| 2003 | Deep Syntactic Processing by Combining Shallow Methods. Péter Dienes, Amit Dubey |
| 2003 | Discourse Segmentation of Multi-Party Conversation. Michel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, Hongyan Jing |
| 2003 | Effective Phrase Translation Extraction from Alignment Models. Ashish Venugopal, Stephan Vogel, Alex Waibel |
| 2003 | Evaluation Challenges in Large-Scale Document Summarization. Dragomir R. Radev, Simone Teufel, Horacio Saggion, Wai Lam, John Blitzer, Hong Qi, Arda Çelebi, Danyu Liu, Elliott Drábek |
| 2003 | Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study. Hwee Tou Ng, Bin Wang, Yee Seng Chan |
| 2003 | Extracting Key Semantic Terms from Chinese Speech Query for Web Searches. Gang Wang, Tat-Seng Chua, Yongcheng Wang |
| 2003 | Fast Methods for Kernel-Based Text Analysis. Taku Kudo, Yuji Matsumoto |
| 2003 | Feature-Rich Statistical Translation of Noun Phrases. Philipp Koehn, Kevin Knight |
| 2003 | Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation. Kenji Imamura, Eiichiro Sumita, Yuji Matsumoto |
| 2003 | Flexible Guidance Generation Using User Model in Spoken Dialogue Systems. Kazunori Komatani, Shinichi Ueno, Tatsuya Kawahara, Hiroshi G. Okuno |
| 2003 | Generalized Algorithms for Constructing Statistical Language Models. Cyril Allauzen, Mehryar Mohri, Brian Roark |
| 2003 | Generating Parallel Multilingual LFG-TAG Grammars from a MetaGrammar. Lionel Clément, Alexandra Kinyon |
| 2003 | Hierarchical Directed Acyclic Graph Kernel: Methods for Structured Natural Language Data. Jun Suzuki, Tsutomu Hirao, Yutaka Sasaki, Eisaku Maeda |
| 2003 | Improved Source-Channel Models for Chinese Word Segmentation. Jianfeng Gao, Mu Li, Changning Huang |
| 2003 | Improving Subcategorization Acquisition Using Word Sense Disambiguation. Anna Korhonen, Judita Preiss |
| 2003 | Integrated Shallow and Deep Parsing: TopP Meets HPSG. Anette Frank, Markus Becker, Berthold Crysmann, Bernd Kiefer, Ulrich Schäfer |
| 2003 | Integrating Discourse Markers into a Pipelined Natural Language Generation Architecture. Charles B. Callaway |
| 2003 | Is it Harder to Parse Chinese, or the Chinese Treebank? Roger Levy, Christopher D. Manning |
| 2003 | Language Model Based Arabic Word Segmentation. Young-Suk Lee, Kishore Papineni, Salim Roukos, Ossama Emam, Hany Hassan |
| 2003 | Learning the Countability of English Nouns from Corpus Data. Timothy Baldwin, Francis Bond |
| 2003 | Learning to Predict Pitch Accents and Prosodic Boundaries in Dutch. Erwin Marsi, Martin Reynaert, Antal van den Bosch, Walter Daelemans, Véronique Hoste |
| 2003 | Loosely Tree-Based Alignment for Machine Translation. Daniel Gildea |
| 2003 | Minimum Error Rate Training in Statistical Machine Translation. Franz Josef Och |
| 2003 | Morphological Analysis of a Large Spontaneous Speech Corpus in Japanese. Kiyotaka Uchimoto, Chikashi Nobata, Atsushi Yamada, Satoshi Sekine, Hitoshi Isahara |
| 2003 | Offline Strategies for Online Question Answering: Answering Questions Before They Are Asked. Michael Fleischman, Eduard H. Hovy, Abdessamad Echihabi |
| 2003 | Optimizing Story Link Detection is not Equivalent to Optimizing New Event Detection. Ayman Farahat, Francine Chen, Thorsten Brants |
| 2003 | Orthogonal Negation in Vector Spaces for Modelling Word-Meanings and Document Retrieval. Dominic Widdows |
| 2003 | Parametric Models of Linguistic Count Data. Martin Jansche |
| 2003 | Parsing with Generative Models of Predicate-Argument Structure. Julia Hockenmaier |
| 2003 | Probabilistic Parsing for German Using Sister-Head Dependencies. Amit Dubey, Frank Keller |
| 2003 | Probabilistic Text Structuring: Experiments with Sentence Ordering. Mirella Lapata |
| 2003 | Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 7-12 July 2003, Sapporo Convention Center, Sapporo, Japan. Erhard W. Hinrichs, Dan Roth |
| 2003 | Recognizing Expressions of Commonsense Psychology in English Text. Andrew Gordon, Abe Kazemzadeh, Anish Nair, Milena Petrova |
| 2003 | Reliable Measures for Aligning Japanese-English News Articles and Sentences. Masao Utiyama, Hitoshi Isahara |
| 2003 | Self-Organizing Markov Models and Their Application to Part-of-Speech Tagging. Jin-Dong Kim, Hae-Chang Rim, Jun'ichi Tsujii |
| 2003 | Synonymous Collocation Extraction Using Translation Information. Hua Wu, Ming Zhou |
| 2003 | Syntactic Features and Word Similarity for Supervised Metonymy Resolution. Malvina Nissim, Katja Markert |
| 2003 | Text Chunking by Combining Hand-Crafted Rules and Memory-Based Learning. Seong-Bae Park, Byoung-Tak Zhang |
| 2003 | Towards a Model of Face-to-Face Grounding. Yukiko I. Nakano, Gabe Reinstein, Tom Stocky, Justine Cassell |
| 2003 | Towards a Resource for Lexical Semantics: A Large German Corpus with Extensive Semantic Annotation. Katrin Erk, Andrea Kowalski, Sebastian Padó, Manfred Pinkal |
| 2003 | Uncertainty Reduction in Collaborative Bootstrapping: Measure and Algorithm. Yunbo Cao, Hang Li, Li Lian |
| 2003 | Unsupervised Learning of Arabic Stemming Using a Parallel Corpus. Monica Rogati, J. Scott McCarley, Yiming Yang |
| 2003 | Unsupervised Learning of Dependency Structure for Language Modeling. Jianfeng Gao, Hisami Suzuki |
| 2003 | Unsupervised Segmentation of Words Using Prior Distributions of Morph Length and Frequency. Mathias Creutz |
| 2003 | Using Model-Theoretic Semantic Interpretation to Guide Statistical Parsing and Word Recognition in a Spoken Language Interface. William Schuler |
| 2003 | Using Predicate-Argument Structures for Information Extraction. Mihai Surdeanu, Sanda M. Harabagiu, John Williams, Paul Aarseth |
| 2003 | k-Valued Non-Associative Lambek Categorial Grammars are not Learnable from Strings. Denis Béchet, Annie Foret |
| 2003 | tRuEcasIng. Lucian Vlad Lita, Abraham Ittycheriah, Salim Roukos, Nanda Kambhatla |