Syntax-Based Collocation Extraction [electronic resource] /
Seretan, Violeta.author.
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.
Description based upon print version of record.
Includes bibliographical references and index.
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.
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.
Natural language processing (Computer science).
Computational linguistics.
Natural Language Processing (NLP).
Computational Linguistics.
Text, Speech and Language Technology