
Inductive Dependency Parsing
Joakim Nivre(Author)
Springer (Publisher)
Published on 18. November 2010
Book
Paperback/Softback
XII, 212 pages
978-90-481-7218-4 (ISBN)
Description
This book describes the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text. Coverage includes a theoretical analysis of central models and algorithms, and an empirical evaluation of memory-based dependency parsing using data from Swedish and English. A one-stop reference to dependency-based parsing of natural language, it will interest researchers and system developers in language technology, and is suitable for graduate or advanced undergraduate courses.
Reviews / Votes
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)
More details
Series
Edition
Softcover reprint of hardcover 1st ed. 2006
Language
English
Place of publication
Dordrecht
Netherlands
Target group
Professional and scholarly
Research
Illustrations
XII, 212 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 13 mm
Weight
353 gr
ISBN-13
978-90-481-7218-4 (9789048172184)
DOI
10.1007/1-4020-4889-0
Schweitzer Classification
Other editions
Additional editions

Person
Sandra Kübler is Assistant Professor of Computational Linguistics at Indiana University, where she has worked since 2006. She received her M.A. from the University of Trier and her Ph.D. in Computational Linguistics from the University of Tubingen. Sandra's research focuses on data-driven methods for syntactic and semantic processing. For her dissertation work, she developed a novel memory-based approach to parsing spontaneous speech. This parser was integrated into the Verbmobil speech-to-speech translation system. Sandra is currently interested in parsing German, a non-configurational language, for which several treebanks are available. Her research focuses on comparisons between constituent-based and dependency-based parsing and comparisons of how different annotation schemes influence parsing results.
Content
Natural Language Parsing.- Dependency Parsing.- Inductive Dependency Parsing.- Treebank Parsing.- Conclusion.