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1 |
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|a Nivre, Joakim.
|0 http://id.loc.gov/authorities/names/no90016812
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|a Inductive dependency parsing
|h [electronic resource] /
|c by Joakim Nivre.
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|a Dordrecht, the Netherlands :
|b Springer,
|c ©2006.
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| 300 |
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|a 1 online resource (xi, 216 pages) :
|b illustrations.
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|a text
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|a Text, speech, and language technology ;
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|a Includes bibliographical references (pages 183-207) and index.
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|g Machine generated contents note:
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|t Introduction --
|g 2.
|t Natural language parsing --
|g 3.
|t Dependency parsing --
|g 4.
|t Inductive dependency parsing --
|g 5.
|t Treebank parsing.
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| 520 |
1 |
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|a "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."--Jacket.
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