ENGLISH

Inductive dependency parsing

By Joakim Nivre

Book information

Publisher
Springer
Year
2006
ISBN
1402048882, 9781402048883, 1402048890, 9781402048890
Open Library ID
OL8372024M
Language
english
Format
PDF
Filesize
15 MB (16051137 bytes)
Series
Text, speech, and language technology 34
Edition
1
Pages
224\224
Library
ebook3000.com
Time added
2010-05-17 00:23:50

Description

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.

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