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Syntax-Based Collocation Extraction / by Violeta Seretan.
- Format:
- Book
- Author/Creator:
- Seretan, Violeta, author.
- Series:
- Computer Science (Springer-11645)
- Text, speech, and language technology 1386-291X ; 44.
- Text, Speech and Language Technology, 1386-291X ; 44
- Language:
- English
- Subjects (All):
- Natural language processing (Computer science).
- Computational linguistics.
- Natural Language Processing (NLP).
- Computational Linguistics.
- Local Subjects:
- Natural Language Processing (NLP).
- Computational Linguistics.
- Physical Description:
- 1 online resource (XII, 220 pages).
- Edition:
- First edition 2011.
- Contained In:
- Springer eBooks
- Place of Publication:
- Dordrecht : Springer Netherlands : Imprint: Springer, 2011.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-94-007-0134-2
- 9789400701342
- 9789400734715
- 9789400701335
- 9789400701359
- Access Restriction:
- Restricted for use by site license.
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