Dependency Parsing

Klappentext 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 Zusammenfassung Dependency-based methods for syntactic parsing have become popular in natural language processing. After an introduction to dependency grammar and dependency parsing! this book surveys the three major classes of parsing models that are in current use: transition-based! graph-based! and grammar-based models.

Product details

• Authors: Sandra Kbler, Sandra Kubler, Ryan McDonald, Joakim Nivre
• Publisher: External catalogues_US
• Languages: English
• Product format: Paperback / Softback
• Released: 04.09.2008
• EAN: 9781598295962
• ISBN: 978-1-59829-596-2
• Dimensions: 190 mm x 235 mm x 6 mm
• Series: Synthesis Lectures on Human Language Technologies; Synthesis Lectures on Human La; Synthesis Lectures on Human La; Synthesis Lectures on Human Language Technologies
• Subject: Natural sciences, medicine, IT, technology > IT, data processing