| 1998 | Automation of Treebank Annotation. | Thorsten Brants, Wojciech Skut |
| 1998 | Modularity in Inductively-Learned Word Pronunciation Systems. | Antal van den Bosch, Ton Weijters, Walter Daelemans |
| 1998 | Do Not Forget: Full Memory in Memory-Based Learning of Word Pronunciation. | Antal van den Bosch, Walter Daelemans |
| 1998 | Methods and tricks used in an attempt to pass the Turing Test. | Veronique Bastin, Denis Cordier |
| 1997 | Resolving PP attachment Ambiguities with Memory-Based Learning. | Jakub Zavrel, Walter Daelemans, Jorn Veenstra |
| 1997 | A Comparative Study of the Application of Different Learning Techniques to Natural Language Interfaces. | Werner Winiwarter, Yahiko Kambayashi |
| 1997 | What makes a word: Learning base units in Japanese for speech recognition. | Laura Mayfield Tomokiyo, Klaus Ries |
| 1997 | Word Triggers and the EM Algorithm. | Christoph Tillmann, Hermann Ney |
| 1997 | Explanation-Based Learning of Data-Oriented Parsing. | Khalil Sima'an |
| 1997 | Recurrent Neural-Network Learning of Phonological Regularities in Turkish. | Jennifer M. Rodd |
| 1997 | Learning and Application of Differential Grammars. | David M. W. Powers |
| 1997 | Learning Stochastic Categorial Grammars. | Miles Osborne, Ted Briscoe |
| 1997 | Evolution of a Rapidly Learned Representation for Speech. | Ramin Charles Nakisa, Kim Plunkett |
| 1997 | From Psycholinguistic Modelling of Interlanguage in Second Language Acquisition to a Computational Model. | Montse Maritxalar, Arantza Daz de Ilarraza, Maite Oronoz |
| 1997 | Method for Improving Automatic Word Categorization. | Emin Erkan Korkmaz, Gktrk oluk |
| 1997 | A Statistical Decision Making Method: A Case Study on Prepositional Phrase Attachment. | Mehmet Kayaalp, Ted Pedersen, Rebecca F. Bruce |
| 1997 | Learning New Compositions from Given Ones. | Donghong Ji, Jun He, Changning Huang |
| 1997 | A Preliminary Study of Word Clustering Based on Syntactic Behavior. | Wide R. Hogenhout, Yuji Matsumoto |
| 1997 | Relational Learning of Pattern-Match Rules for Information Extraction. | Mary Elaine Califf, Raymond J. Mooney |
| 1997 | A Trainable Message Understanding System. | Amit Bagga, Joyce Yue Chai |