Linguistic fundamentals for natural language processing : 100 essentials from morphology and syntax
著者
書誌事項
Linguistic fundamentals for natural language processing : 100 essentials from morphology and syntax
（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
「Nielsen BookData」 より
