| 2000 | Shallow Parsing by Inferencing with Classifiers. | Vasin Punyakanok, Dan Roth |
| 2000 | Improving Chunking by Means of Lexical-Contextual Information in Statistical Language Models. | Ferran Pl, Antonio Molina, Natividad Prieto |
| 2000 | The Role of Algorithm Bias vs Information Source in Learning Algorithms for Morphosyntactic Disambiguation. | Guy De Pauw, Walter Daelemans |
| 2000 | Shallow Parsing as Part-of-Speech Tagging. | Miles Osborne |
| 2000 | Overfitting Avoidance for Stochastic Modeling of Attribute-Value Grammars. | Tony Mullen, Miles Osborne |
| 2000 | Memory-Based Learning for Article Generation. | Guido Minnen, Francis Bond, Ann A. Copestake |
| 2000 | Use of Support Vector Learning for Chunk Identification. | Taku Kudoh, Yuji Matsumoto |
| 2000 | Genetic Algorithms for Feature Relevance Assignment in Memory-Based Language Processing. | Anne Kool, Walter Daelemans, Jakub Zavrel |
| 2000 | Chunking with Maximum Entropy Models. | Rob Koeling |
| 2000 | Extracting a Domain-Specific Ontology from a Corporate Intranet. | Jrg-Uwe Kietz, Raphael Volz, Alexander Maedche |
| 2000 | A Context Sensitive Maximum Likelihood Approach to Chunking. | Christer Johansson |
| 2000 | Combining Text and Heuristics for Cost-Sensitive Spam Filtering. | Jos Mara Gmez Hidalgo, Manual Maa Lpez, Enrique Puertas Sanz |
| 2000 | Chunking with WPDV Models. | Hans van Halteren |
| 2000 | A Default First Order Family Weight Determination Procedure for WPDV Models. | Hans van Halteren |
| 2000 | Incorporating Position Information into a Maximum Entropy/Minimum Divergence Translation Model. | George F. Foster |
| 2000 | Learning from Parsed Sentences with INTHELEX. | Floriana Esposito, Stefano Ferilli, Nicola Fanizzi, Giovanni Semeraro |
| 2000 | A Comparison between Supervised Learning Algorithms for Word Sense Disambiguation. | Gerard Escudero, Llus Mrquez, German Rigau |
| 2000 | Increasing our Ignorance' of Language: Identifying Language Structure in an Unknown 'Signal'. | John R. Elliott, Eric Atwell, Bill Whyte |
| 2000 | Learning Syntactic Structures with XML. | Herv Djean |
| 2000 | ALLiS: a Symbolic Learning System for Natural Language Learning. | Herv Djean |
| 2000 | Pronunciation by Analogy in Normal and Impaired Readers. | Robert I. Damper, Yannick Marchand |
| 2000 | Incorporating Linguistics Constraints into Inductive Logic Programming. | James Cussens, Stephen Pulman |
| 2000 | Inducing Syntactic Categories by Context Distribution Clustering. | Alexander Clark |
| 2000 | Corpus-Based Grammar Specialization. | Nicola Cancedda, Christer Samuelsson |
| 2000 | Using Induced Rules as Complex Features in Memory-Based Language Learning. | Antal van den Bosch |