大葉大學圖書館 |

Memory-based language processing /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.35
書名/作者:	Memory-based language processing // Walter Daelemans, Antal van den Bosch.
作者:	Daelemans, Walter,
其他作者:	Bosch, Antal van den,
面頁冊數:	1 online resource (vii, 189 pages) : : digital, PDF file(s).
附註:	Title from publisher's bibliographic system (viewed on 05 Oct 2015).
標題:	Computational linguistics.
標題:	Natural language processing (Computer science)
標題:	Learning, Psychology of.
ISBN:	9780511486579 (ebook)
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1017/CBO9780511486579

Memory-based language processing /
Daelemans, Walter,

Memory-based language processing /Walter Daelemans, Antal van den Bosch. - 1 online resource (vii, 189 pages) :digital, PDF file(s). - Studies in natural language processing. - Studies in natural language processing..

Title from publisher's bibliographic system (viewed on 05 Oct 2015).

Memory-based learning in natural language processing --1.

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.

ISBN: 9780511486579 (ebook)Subjects--Topical Terms:

181986
Computational linguistics.

LC Class. No.: P98 / .D24 2005

Dewey Class. No.: 006.35

Memory-based language processing /
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