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Memory-Based Language Processing (Studies in Natural Language Processing) 2024 pdf epub mobi 電子書下載

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

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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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發表於2024-12-25

Memory-Based Language Processing (Studies in Natural Language Processing) 2024 pdf epub mobi 電子書下載

Memory-Based Language Processing (Studies in Natural Language Processing) 2024 pdf epub mobi 電子書下載

Memory-Based Language Processing (Studies in Natural Language Processing) 2024 pdf epub mobi 電子書下載

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出版者:Cambridge University Press

作者:Walter Daelemans

出品人:

頁數:200

譯者:

出版時間:2009-06-25

價格:USD 43.00

裝幀:Paperback

isbn號碼:9780521114455

叢書系列:

圖書標籤: 語言學計算機科學計算機設計編程符號科普 linguistics

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