| 2001 | Combining a self-organising map with memory-based learning. | James Alistair Hammerton, Erik F. Tjong Kim Sang |
| 2001 | Clause identification with long short-term memory. | James Alistair Hammerton |
| 2001 | Probabilistic models for PP-attachment resolution and NP analysis. | ric Gaussier, Nicola Cancedda |
| 2001 | Multidimensional transformation-based learning. | Radu Florian, Grace Ngai |
| 2001 | A mixture-of-experts framework for text classification. | Andrew Estabrooks, Nathalie Japkowicz |
| 2001 | Using ALLiS for clausing. | Herv Djean |
| 2001 | Unsupervised induction of stochastic context-free grammars using distributional clustering. | Alexander Clark |
| 2001 | Boosting trees for clause splitting. | Xavier Carreras, Llus Mrquez |
| 2001 | Inducing probabilistic invertible translation grammars from aligned texts. | Michael Carl |
| 2001 | Learning class-to-class selectional preferences. | Eneko Agirre, David Martnez |
| 2000 | Hybrid Text Chunking. | Guodong Zhou, Jian Su, TongGuan Tey |
| 2000 | Recognition and Tagging of Compound Verb Groups in Czech. | Eva Zckov, Lubos Popelnsk, Miloslav Nepil |
| 2000 | The Acquisition of Word Order by a Computational Learning System. | Aline Villavicencio |
| 2000 | Phrase Parsing with Rule Sequence Processors: an Application to the Shared CoNLL Task. | Marc B. Vilain, David S. Day |
| 2000 | A Comparison of PCFG Models. | Jose L. Verd-Mas, Jorge Calera-Rubio, Rafael C. Carrasco |
| 2000 | Single-Classifier Memory-Based Phrase Chunking. | Jorn Veenstra, Antal van den Bosch |
| 2000 | Learning IE Rules for a Set of Related Concepts. | Jordi Turmo, Horacio Rodrguez |
| 2000 | Inductive Logic Programming for Corpus-Based Acquisition of Semantic Lexicons. | Pascale Sbillot, Pierrette Bouillon, Ccile Fabre |
| 2000 | Knowledge-Free Induction of Morphology Using Latent Semantic Analysis. | Patrick Schone, Daniel Jurafsky |
| 2000 | Introduction to the CoNLL-2000 Shared Task Chunking. | Erik F. Tjong Kim Sang, Sabine Buchholz |
| 2000 | Text Chunking by System Combination. | Erik F. Tjong Kim Sang |
| 2000 | Modeling the Effect of Cross-Language Ambiguity on Human Syntax Acquisition. | William Gregory Sakas |
| 2000 | Minimal Commitment and Full Lexical Disambiguation: Balancing Rules and Hidden Markov Models. | Patrick Ruch, Robert H. Baud, Pierrette Bouillon, Gilbert Robert |
| 2000 | Learning in Natural Language: Theory and Algorithmic Approaches. | Dan Roth |
| 2000 | Learning Distributed Linguistic Classes. | Stephan Raaijmakers |