Memory-Based Language Processing pdf epub mobi txt 電子書下載 2024

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Walter Daelemans

Cambridge University Press

2005

198

$ 131.08

9780521808903

圖書標籤: natural_language_processing NLP

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发表于2024-07-07

Memory-Based Language Processing epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Memory-Based Language Processing pdf epub mobi txt 電子書下載 2024

圖書描述

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.

Memory-Based Language Processing 下載 mobi epub pdf txt 電子書