| 2002 | A Comparison of Algorithms for Maximum Entropy Parameter Estimation. Robert Malouf |
| 2002 | A Very Very Large Corpus Doesn't Always Yield Reliable Estimates. James R. Curran, Miles Osborne |
| 2002 | Backward Machine Transliteration by Learning Phonetic Similarity. Wei-Hao Lin, Hsin-Hsi Chen |
| 2002 | Boosting for Named Entity Recognition. Dekai Wu, Grace Ngai, Marine Carpuat, Jeppe Larsen, Yongsheng Yang |
| 2002 | Bootstrapping a Multilingual Part-of-speech Tagger in One Person-day. Silviu Cucerzan, David Yarowsky |
| 2002 | Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition. Cyril Goutte, Hervé Déjean, Éric Gaussier, Nicola Cancedda, Jean-Michel Renders |
| 2002 | Cross-dataset Clustering: Revealing Corresponding Themes across Multiple Corpora. Ido Dagan, Zvika Marx, Eli Shamir |
| 2002 | Distinguishing Easy and Hard Instances. Yuval Krymolowski |
| 2002 | Entity Extraction without Language-Specific Resources. Paul McNamee, James Mayfield |
| 2002 | Extracting the Unextractable: A Case Study on Verb-particles. Timothy Baldwin, Aline Villavicencio |
| 2002 | Feature Selection for a Rich HPSG Grammar Using Decision Trees. Kristina Toutanova, Christopher D. Manning |
| 2002 | Features for Unsupervised Document Classification. S. H. Srinivasan |
| 2002 | GraSp: Grammar Learning from Unlabelled Speech Corpora. Peter Juel Henrichsen |
| 2002 | Inducing Translation Lexicons via Diverse Similarity Measures and Bridge Languages. Charles Schafer, David Yarowsky |
| 2002 | Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition. Erik F. Tjong Kim Sang |
| 2002 | Japanese Dependency Analysis using Cascaded Chunking. Taku Kudo, Yuji Matsumoto |
| 2002 | Language Independent NER using a Unified Model of Internal and Contextual Evidence. Silviu Cucerzan, David Yarowsky |
| 2002 | Language Independent Named Entity Classification by modified Transformation-based Learning and by Decision Tree Induction. William J. Black, Argyrios Vasilakopoulos |
| 2002 | Learning Attribute Values in Typed-unification Grammars: On Generalised Rule Reduction. Liviu Ciortuz |
| 2002 | Learning to Disambiguate Potentially Subjective Expressions. Janyce Wiebe, Theresa Wilson |
| 2002 | Learning to Distinguish PP Arguments from Adjuncts. Aline Villavicencio |
| 2002 | Learning with Multiple Stacking for Named Entity Recognition. Koji Tsukamoto, Yutaka Mitsuishi, Manabu Sassano |
| 2002 | Letter Level Learning for Language Independent Diacritics Restoration. Rada Mihalcea, Vivi Nastase |
| 2002 | Markov Models for Language-independent Named Entity Recognition. Robert Malouf |
| 2002 | Memory-Based Named Entity Recognition. Erik F. Tjong Kim Sang |
| 2002 | Named Entity Extraction using AdaBoost. Xavier Carreras, Lluís Màrquez, Lluís Padró |
| 2002 | Named Entity Extraction with Conditional Markov Models and Classifiers. Martin Jansche |
| 2002 | Named Entity Learning and Verification: Expectation Maximization in Large Corpora. Uwe Quasthoff, Christian Biemann, Christian Wolff |
| 2002 | Named Entity Recognition as a House of Cards: Classifier Stacking. Radu Florian |
| 2002 | On the Robustness of Entropy-Based Similarity Measures in Evaluation of Subcategorization Acquisition Systems. Anna Korhonen, Yuval Krymolowski |
| 2002 | Proceedings of the 6th Conference on Natural Language Learning, CoNLL 2002, Held in cooperation with COLING 2002, Taipei, Taiwan, 2002 Dan Roth, Antal van den Bosch |
| 2002 | SLINERC: The Sydney Language-Independent Named Entity Recogniser and Classifier. Jon D. Patrick, Casey Whitelaw, Robert Munro |
| 2002 | Statistical Named Entity Recognizer Adaptation. John D. Burger, John C. Henderson, William T. Morgan |
| 2002 | Topological Field Chunking for German. Jorn Veenstra, Frank Henrik Müller, Tylman Ule |
| 2002 | Two-dimensional Clustering for Text Categorization. Hiroya Takamura, Yuji Matsumoto |
| 2002 | Use of Support Vector Machines in Extended Named Entity Recognition. Koichi Takeuchi, Nigel Collier |