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Study Semantic Domains in Computational Linguistics

Posted on 2010-03-16




Name:Study Semantic Domains in Computational Linguistics
ASIN/ISBN:3540681566
Language:English
File size:1.7 Mb
Publish Date: 2009
ISBN: 3540681566
Pages: 131 pages
File Type: PDF
File Size: 1,7 MB
Other Info: Springer
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Alfio Gliozzo, Carlo Strapparava, "Semantic Domains in Computational Linguistics"

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.

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