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Memory-Based Language Processing on Hardback by Walter Daelemans
Memory-Based Language Processing on Hardback by Walter Daelemans
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Memory-Based Language Processing

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Description

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. By applying the model to a range of benchmark problems, the authors show that for linguistic areas ranging from phonology to semantics, it produces excellent results. They also describe TiMBL, a software package for memory-based language processing. The first comprehensive overview of the approach, this book will be invaluable for computational linguists, psycholinguists and language engineers.

Author Biography:

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.
Release date NZ
September 1st, 2005
Audience
  • Professional & Vocational
Pages
198
Dimensions
152x229x16
ISBN-13
9780521808903
Product ID
4734934

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