Livre: Dependency Parsing

[Thierry Hamon]

Date: Tue, 1 Dec 2009 15:19:04 -0500
From: Graeme Hirst <gh at cs.toronto.edu>
Message-Id: <4B11C98F-9780-49F8-B30E-67D36CFA5A86 at cs.toronto.edu>
X-url: http://dx.doi.org/10.2200/S00169ED1V01Y200901HLT002
X-url: http://www.morganclaypool.com/page/licensed


BOOK ANNOUNCEMENT

Dependency Parsing

Sandra Kübler (Indiana University)
Ryan McDonald (Google Research)
Joakim Nivre (Uppsala and Växjö Universities)

Synthesis Lectures on Human Language Technologies #2 (Morgan &  
Claypool Publishers), 2009, 127 pages

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

http://dx.doi.org/10.2200/S00169ED1V01Y200901HLT002

This title is available online without charge to members of
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