Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax (Paperback)

Emily M. Bender

  • 出版商: Morgan & Claypool
  • 出版日期: 2013-06-01
  • 售價: $2,200
  • 貴賓價: 9.5$2,090
  • 語言: 英文
  • 頁數: 184
  • 裝訂: Paperback
  • ISBN: 1627050116
  • ISBN-13: 9781627050111
  • 海外代購書籍(需單獨結帳)



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.

Table of Contents: 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



目錄:致謝 / 引言/動機 / 形態學:引言 / 形態音韻學 / 形態句法學 / 句法:引言 / 詞類 / 主詞、賓語和修飾語 / 參數類型和語法功能 / 句法位置和語義角色不匹配 / 資源 / 參考文獻 / 作者簡介 / 綜合索引 / 語言索引