Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Mor

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Linguistic Fundamentals for Natural Language Processing by Emily M. Bender

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

FORMAT
Paperback LANGUAGE
English CONDITION
Brand New 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.

Details ISBN3031010221 Author Emily M. Bender Short Title Linguistic Fundamentals for Natural Language Processing Pages 166 Publisher Springer International Publishing AG Series Synthesis Lectures on Human Language Technologies Language English Year 2013 ISBN-10 3031010221 ISBN-13 9783031010224 Format Paperback Publication Date 2013-06-18 Subtitle 100 Essentials from Morphology and Syntax DOI 10.1007/978-3-031-02150-3 Imprint Springer International Publishing AG Place of Publication Cham Country of Publication Switzerland Translated from English UK Release Date 2013-06-18 Illustrations XVII, 166 p. Alternative 9783031001741 Country of Origin NL Product Class Description Computing: Professional & Programming Audience Professional & Vocational
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