| 2002 | A Decoder for Syntax-based Statistical MT. Kenji Yamada, Kevin Knight |
| 2002 | A Generative Constituent-Context Model for Improved Grammar Induction. Dan Klein, Christopher D. Manning |
| 2002 | A Multilingual Paradigm for Automatic Verb Classification. Paola Merlo, Suzanne Stevenson, Vivian Tsang, Gianluca Allaria |
| 2002 | A Noisy-Channel Model for Document Compression. Hal Daumé III, Daniel Marcu |
| 2002 | A Simple Pattern-matching Algorithm for Recovering Empty Nodes and their Antecedents. Mark Johnson |
| 2002 | A Study on Richer Syntactic Dependencies for Structured Language Modeling. Peng Xu, Ciprian Chelba, Frederick Jelinek |
| 2002 | A framework and graphical development environment for robust NLP tools and applications. Hamish Cunningham, Diana Maynard, Kalina Bontcheva, Valentin Tablan |
| 2002 | Active Learning for Statistical Natural Language Parsing. Min Tang, Xiaoqiang Luo, Salim Roukos |
| 2002 | An Empirical Study of Active Learning with Support Vector Machines for Japanese Word Segmentation. Manabu Sassano |
| 2002 | An Integrated Archictecture for Shallow and Deep Processing. Berthold Crysmann, Anette Frank, Bernd Kiefer, Stefan Müller, Günter Neumann, Jakub Piskorski, Ulrich Schäfer, Melanie Siegel, Hans Uszkoreit, Feiyu Xu, Markus Becker, Hans-Ulrich Krieger |
| 2002 | An Unsupervised Approach to Recognizing Discourse Relations. Daniel Marcu, Abdessamad Echihabi |
| 2002 | An Unsupervised Method for Word Sense Tagging using Parallel Corpora. Mona T. Diab, Philip Resnik |
| 2002 | Applying Co-Training to Reference Resolution. Christoph Müller, Stefan Rapp, Michael Strube |
| 2002 | Bleu: a Method for Automatic Evaluation of Machine Translation. Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu |
| 2002 | Bootstrapping. Steven P. Abney |
| 2002 | Building Deep Dependency Structures using a Wide-Coverage CCG Parser. Stephen Clark, Julia Hockenmaier, Mark Steedman |
| 2002 | Coupling CCG and Hybrid Logic Dependency Semantics. Jason Baldridge, Geert-Jan M. Kruijff |
| 2002 | Discriminative Training and Maximum Entropy Models for Statistical Machine Translation. Franz Josef Och, Hermann Ney |
| 2002 | Dynamic programming for parsing and estimation of stochastic unification-based grammars. Stuart Geman, Mark Johnson |
| 2002 | Ellipsis Resolution with Underspecified Scope. Michael Schiehlen |
| 2002 | Entropy Rate Constancy in Text. Dmitriy Genzel, Eugene Charniak |
| 2002 | Evaluating Translational Correspondence using Annotation Projection. Rebecca Hwa, Philip Resnik, Amy Weinberg, Okan Kolak |
| 2002 | Exploring Asymmetric Clustering for Statistical Language Modeling. Jianfeng Gao, Joshua Goodman, Guihong Cao, Hang Li |
| 2002 | From Single to Multi-document Summarization. Chin-Yew Lin, Eduard H. Hovy |
| 2002 | Generalized Encoding of Description Spaces and its Application to Typed Feature Structures. Gerald Penn |
| 2002 | Generating Minimal Definite Descriptions. Claire Gardent |
| 2002 | Generation as Dependency Parsing. Alexander Koller, Kristina Striegnitz |
| 2002 | Generative Models for Statistical Parsing with Combinatory Categorial Grammar. Julia Hockenmaier, Mark Steedman |
| 2002 | Improving Language Model Size Reduction using Better Pruning Criteria. Jianfeng Gao, Min Zhang |
| 2002 | Improving Machine Learning Approaches to Coreference Resolution. Vincent Ng, Claire Gardent |
| 2002 | Inducing German Semantic Verb Classes from Purely Syntactic Subcategorisation Information. Sabine Schulte im Walde, Chris Brew |
| 2002 | Is It the Right Answer? Exploiting Web Redundancy for Answer Validation. Bernardo Magnini, Matteo Negri, Roberto Prevete, Hristo Tanev |
| 2002 | Learning surface text patterns for a Question Answering System. Deepak Ravichandran, Eduard H. Hovy |
| 2002 | MATCH: An Architecture for Multimodal Dialogue Systems. Michael Johnston, Srinivas Bangalore, Gunaranjan Vasireddy, Amanda Stent, Patrick Ehlen, Marilyn A. Walker, Steve Whittaker, Preetam Maloor |
| 2002 | METER: MEasuring TExt Reuse. Paul D. Clough, Robert J. Gaizauskas, Scott S. L. Piao, Yorick Wilks |
| 2002 | Machine-learned contexts for linguistic operations in German sentence realization. Michael Gamon, Eric K. Ringger, Simon Corston-Oliver, Robert C. Moore |
| 2002 | Markov Parsing: Lattice Rescoring with a Statistical Parser. Brian Roark |
| 2002 | Memory-Based Learning of Morphology with Stochastic Transducers. Alexander Clark |
| 2002 | Named Entity Recognition using an HMM-based Chunk Tagger. Guodong Zhou, Jian Su |
| 2002 | New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron. Michael Collins, Nigel Duffy |
| 2002 | OT Syntax - Decidability of Generation-based Optimization. Jonas Kuhn |
| 2002 | Parameter Estimation for Probabilistic Finite-State Transducers. Jason Eisner |
| 2002 | Parsing non-recursive CFGs. Mark-Jan Nederhof, Giorgio Satta |
| 2002 | Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques. Stefan Riezler, Tracy Holloway King, Ronald M. Kaplan, Richard S. Crouch, John T. Maxwell III, Mark Johnson |
| 2002 | Performance Issues and Error Analysis in an Open-Domain Question Answering System. Dan I. Moldovan, Marius Pasca, Sanda M. Harabagiu, Mihai Surdeanu |
| 2002 | Phonological Comprehension and the Compilation of Optimality Theory. Jason Eisner |
| 2002 | Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, July 6-12, 2002, Philadelphia, PA, USA. |
| 2002 | Pronominalization in Generated Discourse and Dialogue. Charles B. Callaway, James C. Lester |
| 2002 | Pronunciation Modeling for Improved Spelling Correction. Kristina Toutanova, Robert C. Moore |
| 2002 | Ranking Algorithms for Named Entity Extraction: Boosting and the Voted Perceptron. Michael Collins |
| 2002 | Resolving Pronominal Reference to Abstract Entities. Donna K. Byron |
| 2002 | Revision Learning and its Application to Part-of-Speech Tagging. Tetsuji Nakagawa, Taku Kudo, Yuji Matsumoto |
| 2002 | Scaling Context Space. James R. Curran, Marc Moens |
| 2002 | Semi-Supervised Maximum Entropy Based Approach to Acronym and Abbreviation Normalization in Medical Texts. Sergey V. Pakhomov |
| 2002 | Sequential Conditional Generalized Iterative Scaling. Joshua Goodman |
| 2002 | Shallow Parsing on the Basis of Words Only: A Case Study. Antal van den Bosch, Sabine Buchholz |
| 2002 | Supervised Ranking in Open-Domain Text Summarization. Tadashi Nomoto, Yuji Matsumoto |
| 2002 | Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text. Hai Leong Chieu, Hwee Tou Ng |
| 2002 | The Descent of Hierarchy, and Selection in Relational Semantics. Barbara Rosario, Marti A. Hearst, Charles J. Fillmore |
| 2002 | The Necessity of Parsing for Predicate Argument Recognition. Daniel Gildea, Martha Stone Palmer |
| 2002 | Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews. Peter D. Turney |
| 2002 | Translating Named Entities Using Monolingual and Bilingual Resources. Yaser Al-Onaizan, Kevin Knight |
| 2002 | Using Similarity Scoring to Improve the Bilingual Dictionary for Sub-sentential Alignment. Katharina Probst, Ralf D. Brown |
| 2002 | Verb Paraphrase based on Case Frame Alignment. Nobuhiro Kaji, Daisuke Kawahara, Sadao Kurohashi, Satoshi Sato |
| 2002 | What's the Problem: Automatically Identifying Problematic Dialogues in DARPA Communicator Dialogue Systems. Helen Wright Hastie, Rashmi Prasad, Marilyn A. Walker |
| 2002 | Word Translation Disambiguation Using Bilingual Bootstrapping. Cong Li, Hang Li |