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Springer Semantic Domains in Computational Linguistics

Name: Semantic Domains in Computational Linguistics
Brand: Springer
Price: 28.91 GBP
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AI & Machine Learning

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Description

Semantic fields are lexically coherent – the words they contain co-occur in texts. In this book the authors introduce and define semantic domains, a computational model for lexical semantics inspired by the theory of semantic fields. Semantic domains allow us to exploit domain features for texts, terms and concepts, and they can significantly boost the performance of natural-language processing systems. Semantic domains can be derived from existing lexical resources or can be acquired from corpora in an unsupervised manner. They also have the property of interlinguality, and they can be used to relate terms in different languages in multilingual application scenarios. The authors give a comprehensive explanation of the computational model, with detailed chapters on semantic domains, domain models, and applications of the technique in text categorization, word sense disambiguation, and cross-language text categorization. This book is suitable for researchers and graduate students in computational linguistics.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 3540681566
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 13 August 2009
Listed Since: 22 April 2008

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Springer Semantic Domains in Computational Linguistics

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