ENGLISH

Inductive Dependency Parsing

By Joakim Nivre

Book information

Publisher
Springer
Year
2006
ISBN
9781402048883, 1-4020-4888-2, 9781402048890, 1402048890
Open Library ID
OL8372024M
Language
english
Format
PDF
Filesize
1 MB (1496587 bytes)
Series
Text, speech, and language technology 34
Edition
1
Pages
223\223
Library
mexmat
Time added
2009-07-20 03:45:11

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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