| 2002 | Cross-dataset Clustering: Revealing Corresponding Themes across Multiple Corpora. | Ido Dagan, Zvika Marx, Eli Shamir |
| 2002 | A Very Very Large Corpus Doesn't Always Yield Reliable Estimates. | James R. Curran, Miles Osborne |
| 2002 | Language Independent NER using a Unified Model of Internal and Contextual Evidence. | Silviu Cucerzan, David Yarowsky |
| 2002 | Bootstrapping a Multilingual Part-of-speech Tagger in One Person-day. | Silviu Cucerzan, David Yarowsky |
| 2002 | Learning Attribute Values in Typed-unification Grammars: On Generalised Rule Reduction. | Liviu Ciortuz |
| 2002 | Named Entity Extraction using AdaBoost. | Xavier Carreras, Llus Mrquez, Llus Padr |
| 2002 | Statistical Named Entity Recognizer Adaptation. | John D. Burger, John C. Henderson, William T. Morgan |
| 2002 | Language Independent Named Entity Classification by modified Transformation-based Learning and by Decision Tree Induction. | William J. Black, Argyrios Vasilakopoulos |
| 2002 | Extracting the Unextractable: A Case Study on Verb-particles. | Timothy Baldwin, Aline Villavicencio |
| 2001 | Morpholog: Constrained and Supervised Learning of Morphology. | Rmi Zajac |
| 2001 | A psychologically plausible and computationally effective approach to learning syntax. | Stephen Watkinson, Suresh Manandhar |
| 2001 | Automatic verb classification using multilingual resources. | Vivian Tsang, Suzanne Stevenson |
| 2001 | Introduction to the CoNLL-2001 shared task: clause identification. | Erik F. Tjong Kim Sang, Herv Djean |
| 2001 | Memory-based clause identification. | Erik F. Tjong Kim Sang |
| 2001 | Semantic pattern learning through maximum entropy-based WSD technique. | Maximiliano Saiz-Noeda, Armando Surez, Manuel Palomar |
| 2001 | Boosted decision graphs for NLP learning tasks. | Jon D. Patrick, Ishaan Goyal |
| 2001 | Learning to identify animate references. | Constantin Orasan, Richard Evans |
| 2001 | Learning Computational Grammars. | John Nerbonne, Anja Belz, Nicola Cancedda, Herv Djean, James Alistair Hammerton, Rob Koeling, Stasinos Konstantopoulos, Miles Osborne, Franck Thollard, Erik F. Tjong Kim Sang |
| 2001 | Combining linguistic and machine learning techniques for email summarization. | Smaranda Muresan, Evelyne Tzoukermann, Judith L. Klavans |
| 2001 | Clause detection using HMM. | Antonio Molina, Ferran Pl |
| 2001 | Automatic distinction of arguments and modifiers: the case of prepositional phrases. | Paola Merlo, Matthias Leybold |
| 2001 | Exploring evidence for shallow parsing. | Xin Li, Dan Roth |
| 2001 | Distributional phrase structure induction. | Dan Klein, Christopher D. Manning |
| 2001 | On minimizing training corpus for parser acquisition. | Rebecca Hwa |
| 2001 | Coreference resolution with syntactico-semantic rules and corpus statistics. | Sven Hartrumpf |