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Memory-Based Language Processing
Walter DaelemansAntal van den Bosch
出版Cambridge University Press, 2005-09
主題Computers / Artificial Intelligence / Natural Language ProcessingLanguage Arts & Disciplines / Linguistics / General
ISBN05218089019780521808903
URLhttp://books.google.com.hk/books?id=W9zcdkXmIlkC&hl=&source=gbs_api
EBookSAMPLE
註釋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.