EAN: 9783031010033

SYNTHESIS LECTURES ON HUMAN LANGUAGE TECHNOLOGI...

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

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