Dependency Parsing (Synthesis Lectures on Human Language Technologies)

Kübler, Sandra/ McDonald, Ryan/ Nivre, Joakim

Springer International Publishing AG（2008/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 115 p.
• 言語 ENG
• 商品コード 9783031010033
• DDC分類 006.35

Full Description

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

Contents

Introduction.- Dependency Parsing.- Transition-Based Parsing.- Graph-Based Parsing.- Grammar-Based Parsing.- Evaluation.- Comparison.- Final Thoughts.