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Memory-Based Language Processing (Studies in Natural Language Processing) 2025 pdf epub mobi 电子书

Memory-Based Language Processing (Studies in Natural Language Processing)
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发表于2025-01-11

Memory-Based Language Processing (Studies in Natural Language Processing) 2025 pdf epub mobi 电子书

Memory-Based Language Processing (Studies in Natural Language Processing) 2025 pdf epub mobi 电子书

Memory-Based Language Processing (Studies in Natural Language Processing) 2025 pdf epub mobi 电子书


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出版者:Cambridge University Press
作者:Walter Daelemans
出品人:
页数:200
译者:
出版时间:2009-06-25
价格:USD 43.00
装帧:Paperback
isbn号码:9780521114455
丛书系列:

图书标签: 语言学  计算机科学  计算机  设计  编程  符号  科普  linguistics   

Memory-Based Language Processing (Studies in Natural Language Processing) 2025 pdf epub mobi 电子书 图书描述

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 (Studies in Natural Language Processing) 2025 pdf epub mobi 电子书
Memory-Based Language Processing (Studies in Natural Language Processing) 2025 pdf epub mobi 电子书
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