Syntax-Based Collocation Extraction

Syntax-Based Collocation Extraction is the first book to offer a comprehensive, up-to-date review of the theoretical and applied work on word collocations. Backed by solid theoretical results, the computational experiments described based on data in four languages provide support for the book’s basi...

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Bibliographic Details
Main Author: Seretan, Violeta
Format: eBook
Language:English
Published: Dordrecht Springer Netherlands 2011, 2011
Edition:1st ed. 2011
Series:Text, Speech and Language Technology
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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245 0 0 |a Syntax-Based Collocation Extraction  |h Elektronische Ressource  |c by Violeta Seretan 
250 |a 1st ed. 2011 
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300 |a XII, 220 p  |b online resource 
505 0 |a 1. Introduction -- 2. On Collocations -- 3. Survey of Extraction Methods -- 4. Syntax-Based Extraction -- 5. Extensions -- 6. Conclusion -- References -- A. List of Collocation Dictionaries -- B. List of Collocation Definitions -- C. Association Measures – Mathematical Notes -- D. Monolingual Evaluation (Experiment 1) -- E. Cross-lingual Evaluation (Experiment 2) -- Output Comparison -- Subject index 
653 |a Computational Linguistics 
653 |a Computational linguistics 
653 |a Natural Language Processing (NLP) 
653 |a Natural language processing (Computer science) 
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490 0 |a Text, Speech and Language Technology 
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520 |a Syntax-Based Collocation Extraction is the first book to offer a comprehensive, up-to-date review of the theoretical and applied work on word collocations. Backed by solid theoretical results, the computational experiments described based on data in four languages provide support for the book’s basic argument for using syntax-driven extraction as an alternative to the current cooccurrence-based extraction techniques to efficiently extract collocational data. The work described in Syntax-Based Collocation Extraction focuses on using linguistic tools for corpus-based identification of collocations. It takes advantage of recent advances in parsing to propose a novel deep syntactic analytic collocation extraction that has applicability to a range of important core tasks in Computational Linguistics. The book is useful for anyone interested in computational analysis of texts, collocation phenomena, and multi-word expressions in general