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Dependency Parsing eBook
$40.00 Original price was: $40.00.$28.00Current price is: $28.00.
By: Sandra Kubler; Ryan McDonald; Joakim Nivre
Publisher: Morgan & Claypool Publishers
Print ISBN: 9781598295962, 1598295969
eText ISBN: 9781598295979, 1598295977
Format: Fixed
eText ISBN: 9781598295979
SKU: 9781598295979
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9781598295962
Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the dependency parsing problem, the book surveys the three major classes of parsing models that are in current use: transition-based, graph-based, and grammar-based models. It continues with a chapter on evaluation and one on the comparison of different methods, and it closes with a few words on current trends and future prospects of dependency parsing. The book presupposes a knowledge of basic concepts in linguistics and computer science, as well as some knowledge of parsing methods for constituency-based representations. Table of Contents: Introduction / Dependency Parsing / Transition-Based Parsing / Graph-Based Parsing / Grammar-Based Parsing / Evaluation / Comparison / Final Thoughts
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