Memory-Based Language Processing

Walter Daelemans Antal Van Den Bosch Antal Van Den Bosch

ISBN 10: 0521114454 / ISBN 13: 9780521114455

Published by Cambridge University Press CUP, 2009

About this Item

pp. 200.

Seller Inventory # 26532743

Bibliographic Details

• Title: Memory-Based Language Processing
• Publisher: Cambridge University Press CUP
• Publication Date: 2009
• Language: English
• ISBN 10: 0521114454
• ISBN 13: 9780521114455
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Memory-based language processing--a machine learning and problem solving method for language technology--is based on the idea that the direct re-use of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory and practice of memory-based language processing, showing its comparative strengths over alternative methods of language modelling. Language is complex, with few generalizations, many sub-regularities and exceptions, and the advantage of memory-based language processing is that it does not abstract away from this valuable low-frequency information.

About the Authors

Walter Daelemans is Professor of Computational Linguistics and AI in the Department of Linguistics, University of Antwerp.

Antal van den Bosch is Assistant Professor in the Department of Computational Linguistics and AI, Tilburg University.