Syntax-Based Collocation Extraction

Violeta Seretan (Autor)

Buch | Softcover

220 Seiten

2013 | 2011 ed.
Springer (Verlag)
978-94-007-3471-5 (ISBN)

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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.

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.

Reihe/Serie	Text, Speech and Language Technology ; 44
Zusatzinfo	XII, 220 p.
Verlagsort	Dordrecht
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Geisteswissenschaften ► Sprach- / Literaturwissenschaft ► Sprachwissenschaft
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Collocations • Corpora • Corpus-based • Extraction method • Lexical Resources • Multilingualism • Multi-Word Expressions • parsing • syntactic parsing • Translation Aids
ISBN-10	94-007-3471-9 / 9400734719
ISBN-13	978-94-007-3471-5 / 9789400734715
Zustand	Neuware