Word sense disambiguation : algorithms and applications

著者

書誌事項

Word sense disambiguation : algorithms and applications

Eneko Agirre, Philip Edmonds, editors

(Text, speech, and language technology, v. 33)

Springer, c2007

  • : pbk

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注記

Includes bibliographical references and indexes

内容説明・目次

内容説明

This is the first comprehensive book to cover all aspects of word sense disambiguation. It covers major algorithms, techniques, performance measures, results, philosophical issues and applications. The text synthesizes past and current research across the field, and helps developers grasp which techniques will best apply to their particular application, how to build and evaluate systems, and what performance to expect. An accompanying Website extends the effectiveness of the text.

目次

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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