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Memory-Based Language Processing

Name: Memory-Based Language Processing
Brand: Cambridge University Press
SKU: 02022433
Price: 19583 HUF
Availability: InStock
Author: Walter DaelemansAntal van den Bosch
ISBN: 9780521114455

Walter DaelemansAntal van den Bosch

Language

English

Book Paperback

Libristo code: 02022433

Publishers Cambridge University Press, June 2009

Memory-based language processing - a machine learning and problem solving method for language techno... Full description

Libristo code: 02022433

130 b

19 583 Ft

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Memory-based language processing - a machine learning and problem solving method for language technology - is based on the idea that the direct reuse 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.