Dependency Parsing

丛 书 名：Synthesis Lectures on Human Language Technologies

作     者：Kubler, Sandra McDonald, Ryan Nivre, Joakim 

I S B N：(纸本) 9781598295962 

出 版 社：Morgan & Claypool Publishers 

出 版 年：2009年

主 题 词：computers internet computer science software engineering inf computers internet computer science general computers internet computer science general aas computers internet general computers internet general aas 

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

摘      要：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