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Education & Language - Linguistics | Word Sense Disambiguation - Algorithms and Applications

Word Sense Disambiguation

Algorithms and Applications

Agirre, Eneko, Edmonds, Philip (Eds.)

2007, XXII, 366 p.

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This is the first book to cover the entire topic of word sense disambiguation (WSD) including: all the major algorithms, techniques, performance measures, results, philosophical issues, and applications. Leading researchers in the field have contributed chapters that synthesize and provide an overview of past and state-of-the-art research across the field. The editors have carefully organized the chapters into sub-topics. Researchers and lecturers will learn about the full range of what has been done and where the field is headed. Developers will learn which technique(s) will apply to their particular application, how to build and evaluate systems, and what performance to expect. An accompanying Website (www.wsdbook.org) provides  links to resources for WSD and a searchable index of the book.

Content Level » Research

Keywords » algorithms - artificial intelligence - computational linguistics - language - linguistics

Related subjects » Linguistics

Table of contents 

Word Senses.- Making Sense About Sense.- Evaluation of WSD Systems.- Knowledge-Based Methods for WSD.- Unsupervised Corpus-Based Methods for WSD.- Supervised Corpus-Based Methods for WSD.- Knowledge Sources for WSD.- Automatic Acquisition of Lexical Information and Examples.- Domain-Specific WSD.- WSD in NLP Applications.

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