| 2000 | Generating Synthetic Speech Prosody with Lazy Learning in Tree Structures. | Laurent Blin, Laurent Miclet |
| 2000 | Experiments on Unsupervised Learning for Extracting Relevant Fragments from Spoken Dialog Corpus. | Konstantin Biatov |
| 2000 | Using Perfect Sampling in Parameter Estimation of a Whole Sentence Maximum Entropy Language Model. | Fredy Amayat, Jos-Miguel Bened |
| 2000 | Learning from a Substructural Perspective. | Pieter W. Adriaans, Erik de Haas |
| 1999 | Finding Representations for Memory-Based Language Learning. | Stephan Raaijmakers |
| 1999 | MDL-based DCG Induction for NP Identification. | Miles Osborne |
| 1999 | Practical Bootstrapping of Morphological Analyzers. | Kemal Oflazer, Sergei Nirenburg |
| 1999 | The -TBL System: Logic Programming Tools for Transformation-Based Learning. | Torbjrn Lager |
| 1999 | Unsupervised Learning of Word Boundary with Description Length Gain. | Chunyu Kit, Yorick Wilks |
| 1999 | Experiments in Unsupervised Entropy-Based Corpus Segmentation. | Andr Kempe |
| 1999 | Learning Transformation Rules to Find Grammatical Relations. | Lisa Ferro, Marc B. Vilain, Alexander S. Yeh |
| 1999 | Memory-Based Shallow Parsing. | Walter Daelemans, Sabine Buchholz, Jorn Veenstra |
| 1998 | Proper Name Classification in an Information Extraction Toolset. | Peter Wallis, Edmund Yuen, Greg Chase |
| 1998 | Natural Language Learning by Recurrent Neural Networks: A Comparison with probabilistic approaches. | Michael Towsey, Joachim Diederich, Ingo Schellhammer, Stephan K. Chalup, Claudia Brugman |
| 1998 | Extracting Phoneme Pronunciation Information from Corpora. | Ian E. Thomas, Ingrid Zukerman, Bhavani Raskutti |
| 1998 | Syntactico-Semantic Learning of Categorial Grammars. | Isabelle Tellier |
| 1998 | Evolution and Evaluation of Document Retrieval Queries. | Robert Steele, David M. W. Powers |
| 1998 | An Attempt to Use Weighted Cusums to Identify Sublanguages. | Harold L. Somers |
| 1998 | Learning Feature-Value Grammars from Plain Text. | Tony C. Smith |
| 1998 | A Lexically-Intensive Algorithm for Domain-Specific Knowlegde Acquisition. | Ren Schneider |
| 1998 | Knowledge Extraction and Recurrent Neural Networks: An Analysis of an Elman Network trained on a Natural Language Learning Task. | Ingo Schellhammer, Joachim Diederich, Michael Towsey, Claudia Brugman |
| 1998 | Linguistic Theory in Statistical Language Learning. | Christer Samuelsson |
| 1998 | Sense Variation and Lexical Semantics Generative Operations. | Patrick Saint-Dizier |
| 1998 | Reconciliation of Unsupervised Clustering, Segmentation and Cohesion. | David M. W. Powers |
| 1998 | The Total Turing Test and the Loebner Prize. | David M. W. Powers |