Science/Engineering Inductive Dependency Parsing (1402048882)

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Science/Engineering Inductive Dependency Parsing

Posted on 2010-03-15

Name:	Science/Engineering Inductive Dependency Parsing
ASIN/ISBN:	1402048882
Language:	English
File size:	16.74 Mb

Science/Engineering Inductive Dependency Parsing

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Publisher: Springer

Language: English

ISBN: 1402048882

Paperback: 216 pages

Data: Jul 2006

Format: PDF

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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