Memory-Based Language Processing (Studies in Natural Language Processing)

Memory-Based Language Processing (Studies in Natural Language Processing)
Publisher: Cambridge Univ Pr | 2009 | ISBN-10: 0521114454 | ISBN-13: 978 0521114455 | English | True File type: PDF | 200 pages | 6.72 mb

Memory-based language processinga machine learning and problem solving method for language technologyis 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.



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