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portada Dependency Parsing
Type
Physical Book
Author
Publisher
Language
English
Pages
115
Format
Paperback
Dimensions
23.5 x 19.1 x 0.7 cm
Weight
0.23 kg.
ISBN13
9783031010033
Edition No.
1
Categories

Dependency Parsing

Joakim Nivre (Author) · Sandra Kübler (Author) · Ryan McDonald (Author) · Springer · Paperback

Dependency Parsing - Kübler, Sandra ; McDonald, Ryan ; Nivre, Joakim

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Synopsis "Dependency Parsing"

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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