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出版Springer Nature, 2022-05-31
主題Computers / Artificial Intelligence / GeneralComputers / Speech & Audio ProcessingLanguage Arts & Disciplines / Linguistics / GeneralComputers / Information TechnologyComputers / Artificial Intelligence / Natural Language Processing
ISBN30310213129783031021312
URLhttp://books.google.com.hk/books?id=n4hyEAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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