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Walter Daelemans 作者

Cambridge University Press

译者

2005 出版日期

198 页数

$ 131.08 价格

丛书系列

9780521808903 图书编码

Memory-Based Language Processing 在线电子书图书标签: natural_language_processing NLP

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发表于2024-12-28

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Memory-Based Language Processing 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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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.

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