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02839nam a22005415i 4500 |
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978-1-4020-4889-0 |
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|a 9781402048890
|9 978-1-4020-4889-0
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|a 10.1007/1-4020-4889-0
|2 doi
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|d GrThAP
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|a P98-98.5
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|a UYQL
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|a COM042000
|2 bisacsh
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|a 006.35
|2 23
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|a Nivre, Joakim.
|e author.
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|a Inductive Dependency Parsing
|h [electronic resource] /
|c by Joakim Nivre.
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|a Dordrecht :
|b Springer Netherlands,
|c 2006.
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|a XII, 212 p.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
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|a text file
|b PDF
|2 rda
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|a Text, Speech and Language Technology,
|x 1386-291X ;
|v 34
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|a Natural Language Parsing -- Dependency Parsing -- Inductive Dependency Parsing -- Treebank Parsing -- Conclusion.
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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.
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|a Computer science.
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|a Artificial intelligence.
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|a Computational linguistics.
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|a Application software.
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|a Linguistics.
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|a Syntax.
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|a Computer Science.
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|a Language Translation and Linguistics.
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|a Linguistics, general.
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|a Artificial Intelligence (incl. Robotics).
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|a Computer Appl. in Arts and Humanities.
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|a Computational Linguistics.
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|a Syntax.
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|a SpringerLink (Online service)
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|t Springer eBooks
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|i Printed edition:
|z 9781402048883
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|a Text, Speech and Language Technology,
|x 1386-291X ;
|v 34
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|u http://dx.doi.org/10.1007/1-4020-4889-0
|z Full Text via HEAL-Link
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|a ZDB-2-SHU
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|a Humanities, Social Sciences and Law (Springer-11648)
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