Text, Speech and Language Technology

Inductive Dependency Parsing

Authors: Nivre, Joakim

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About this book

This book provides an in-depth description of the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text. This methodology is based on two essential components: dependency-based syntactic representations and a data-driven approach to syntactic parsing. More precisely, it is based on a deterministic parsing algorithm in combination with inductive machine learning to predict the next parser action.

The book includes a theoretical analysis of all central models and algorithms, as well as a thorough empirical evaluation of memory-based dependency parsing, using data from Swedish and English. Offering the reader a one-stop reference to dependency-based parsing of natural language, it is intended for researchers and system developers in the language technology field, and is also suited for graduate or advanced undergraduate education.

Reviews

From the reviews:

"The book demonstrates Nivre’s impressive ability to explain dependency grammar and dependency parsing clearly and succinctly to a wide audience. … The logical progression and the clarity with which this is done is one of the many strengths of this book. … Get Nivre’s book; read it; and enjoy it! The excellent and thorough reference list alone is worth it, constituting a good ten percent of the book." (Christer Samuelsson, Computational Linguistics, Vol. 33 (2), 2007)


Table of contents (1 chapters)

Buy this book

eBook $159.00
price for USA (gross)
  • ISBN 978-1-4020-4889-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
  • ISBN 978-1-4020-4888-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-90-481-7218-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Inductive Dependency Parsing
Authors
Series Title
Text, Speech and Language Technology
Series Volume
34
Copyright
2006
Publisher
Springer Netherlands
Copyright Holder
Springer Science+Business Media B.V.
eBook ISBN
978-1-4020-4889-0
DOI
10.1007/1-4020-4889-0
Hardcover ISBN
978-1-4020-4888-3
Softcover ISBN
978-90-481-7218-4
Series ISSN
1386-291X
Edition Number
1
Number of Pages
XII, 212
Topics