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Anotace knihy

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

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik

• Plný název: Dependency Parsing
• Autor: Joakim Nivre, Ryan McDonald
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 115
• EAN: 9783031010033
• ISBN: 3031010035
• ID: 39298368
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 257 g
• Rozměry: 235 × 191 × 8 mm
• Datum vydání: 31. December 2008

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