| 2002 | A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern Contexts. Michael Thelen, Ellen Riloff |
| 2002 | A Hybrid Approach to Natural Language Web Search. Jennifer Chu-Carroll, John M. Prager, Yael Ravin, Christian Cesar |
| 2002 | A Machine-Learning Approach to Introspection in a Question Answering System. Krzysztof Czuba, John M. Prager, Jennifer Chu-Carroll |
| 2002 | A Method for Open-Vocabulary Speech-Driven Text Retrieval. Atsushi Fujii, Katunobu Itou, Tetsuya Ishikawa |
| 2002 | A Phrase-Based, Joint Probability Model for Statistical Machine Translation. Daniel Marcu, Daniel Wong |
| 2002 | An Analysis of the AskMSR Question-Answering System. Eric Brill, Susan T. Dumais, Michele Banko |
| 2002 | An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation. Yoong Keok Lee, Hwee Tou Ng |
| 2002 | An Incremental Decision List Learner. Joshua Goodman |
| 2002 | Augmented Mixture Models for Lexical Disambiguation. Silviu Cucerzan, David Yarowsky |
| 2002 | Bootstrapping Lexical Choice via Multiple-Sequence Alignment. Regina Barzilay, Lillian Lee |
| 2002 | Bootstrapping Named Entity Recognition for Italian Broadcast News. Marcello Federico, Nicola Bertoldi, Vanessa Sandrini |
| 2002 | Combining Outputs of Multiple Japanese Named Entity Chunkers by Stacking. Takehito Utsuro, Manabu Sassano, Kiyotaka Uchimoto |
| 2002 | Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference Rules. Vincent Ng, Claire Cardie |
| 2002 | Conditional Structure versus Conditional Estimation in NLP Models. Dan Klein, Christopher D. Manning |
| 2002 | Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms. Michael Collins |
| 2002 | Ensemble Methods for Automatic Thesaurus Extraction. James Curran |
| 2002 | Exploiting Headword Dependency and Predictive Clustering for Language Modeling. Jianfeng Gao, Hisami Suzuki, Yang Wen |
| 2002 | Exploiting Strong Syntactic Heuristics and Co-Training to Learn Semantic Lexicons. William Phillips, Ellen Riloff |
| 2002 | Extentions to HMM-based Statistical Word Alignment Models. Kristina Toutanova, H. Tolga Ilhan, Christopher D. Manning |
| 2002 | Extracting Clauses for Spoken Language Understanding in Conversational Systems. Narendra K. Gupta, Srinivas Bangalore |
| 2002 | Fast LR parsing Using Rich (Tree Adjoining) Grammars. Carlos A. Prolo |
| 2002 | From Words to Corpora: Recognizing Translation. Noah A. Smith |
| 2002 | Generation of Word Graphs in Statistical Machine Translation. Nicola Ueffing, Franz Josef Och, Hermann Ney |
| 2002 | Handling Noisy Training and Testing Data. Don Blaheta |
| 2002 | Information Extraction from Voicemail Transcripts. Martin Jansche, Steven Abney |
| 2002 | Kernel Methods for Relation Extraction. Dmitry Zelenko, Chinatsu Aone, Anthony Richardella |
| 2002 | Manipulating Large Corpora for Text Classification. Fumiyo Fukumoto, Yoshimi Suzuki |
| 2002 | Metonymy Resolution as a Classification Task. Katja Markert, Malvina Nissim |
| 2002 | Minimum Bayes-Risk Word Alignments of Bilingual Texts. Shankar Kumar, William Byrne |
| 2002 | Modeling Consensus: Classifier Combination for Word Sense Disambiguation. Radu Florian, David Yarowsky |
| 2002 | NLP Found Helpful (at least for one Text Categorization Task). Carl L. Sable, Kathleen R. McKeown, Kenneth Church |
| 2002 | Parsing and Disfluency Placement. Donald Engel, Eugene Charniak, Mark Johnson |
| 2002 | Phrasal Cohesion and Statistical Machine Translation. Heidi Fox |
| 2002 | Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, EMNLP 2002, Philadelphia, PA, USA, July 6-7, 2002 |
| 2002 | Processing Comparable Corpora With Bilingual Suffix Trees. Dragos Stefan Munteanu, Daniel Marcu |
| 2002 | Spectral Clustering for German Verbs. Chris Brew, Sabine Schulte im Walde |
| 2002 | The Influence of Minimum Edit Distance on Reference Resolution. Michael Strube, Stefan Rapp, Mark-Christoph Müller |
| 2002 | The SuperARV Language Model: Investigating the Effectiveness of Tightly Integrating Multiple Knowledge Sources. Wen Wang, Mary P. Harper |
| 2002 | Thumbs up? Sentiment Classification using Machine Learning Techniques. Bo Pang, Lillian Lee, Shivakumar Vaithyanathan |
| 2002 | Transformational Priors Over Grammars. Jason Eisner |
| 2002 | User-Friendly Text Prediction For Translators. George F. Foster, Philippe Langlais, Guy Lapalme |
| 2002 | Using the Web to Overcome Data Sparseness. Frank Keller, Maria Lapata, Olga Ourioupina |