Linguistic fundamentals for natural language processing : 100 essentials from morphology and syntax

書誌事項

Linguistic fundamentals for natural language processing : 100 essentials from morphology and syntax

Emily M. Bender

(Synthesis lectures on human language technologies, 20)

Morgan & Claypool, c2013

  • : pbk.
  • : hbk

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注記

Includes bibliographical references (p.131-151)

内容説明・目次

内容説明

Many NLP tasks have at their core a subtask of extracting the dependencies-who did what to whom-from natural language sentences. This task can be understood as the inverse of the problem solved in different ways by diverse human languages, namely, how to indicate the relationship between different parts of a sentence. Understanding how languages solve the problem can be extremely useful in both feature design and error analysis in the application of machine learning to NLP. Likewise, understanding cross-linguistic variation can be important for the design of MT systems and other multilingual applications. The purpose of this book is to present in a succinct and accessible fashion information about the morphological and syntactic structure of human languages that can be useful in creating more linguistically sophisticated, more language-independent, and thus more successful NLP systems.

目次

Acknowledgments Introduction/motivation Morphology: Introduction Morphophonology Morphosyntax Syntax: Introduction Parts of speech Heads, arguments, and adjuncts Argument types and grammatical functions Mismatches between syntactic position and semantic roles Resources Bibliography Author's Biography General Index Index of Languages

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詳細情報

  • NII書誌ID(NCID)
    BB21049213
  • ISBN
    • 9781627050111
    • 9781681736716
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    [San Rafael, Calif]
  • ページ数/冊数
    xvii, 166 p.
  • 大きさ
    24 cm
  • 親書誌ID
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