eBook - PDF

Linguistic Fundamentals for Natural Language Processing

Name: Linguistic Fundamentals for Natural Language Processing
Author: Emily M. Bender

100 Essentials from Morphology and Syntax

Emily M. Bender,

English
PDF
Available on iOS & Android

eBook - PDF

Linguistic Fundamentals for Natural Language Processing

100 Essentials from Morphology and Syntax

Emily M. Bender,

About this book

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

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Yes, you can access Linguistic Fundamentals for Natural Language Processing by Emily M. Bender in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.