Inductive Dependency Parsing: 34 (Text, Speech and Language Technology) - Tapa blanda

Nivre, Joakim

 
9789048172184: Inductive Dependency Parsing: 34 (Text, Speech and Language Technology)

Sinopsis

Natural Language Parsing.- Dependency Parsing.- Inductive Dependency Parsing.- Treebank Parsing.- Conclusion.

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De la contraportada

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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Otras ediciones populares con el mismo título

9781402048883: Inductive Dependency Parsing: 34 (Text, Speech and Language Technology)

Edición Destacada

ISBN 10:  1402048882 ISBN 13:  9781402048883
Editorial: Springer, 2006
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