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 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.
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annotators association measures avoir bigrams Canada canadien N-A candidate pairs co-occurrence collocation candidates computed considered context contingency table Daille député développement dictionary English être evaluation experiments example extraction method extraction results extraction system F Labels Key Fips French frequency gouvernement N-N grammatical Heid hypothesis identified idioms instance Key1 Key2 Type LLR Kilgarriff language lemmatization lexemes lexical items lexicographic linguistic LLR F Labels meaning Meaning-Text Theory method Window method ministre morpho-syntactic MWE precision N_P_N n-gram N-PN noun output pair types parlamento Parse-based method Window parser patterns performed POS tagging prendre Prep preprocessing président proposed rank score Section semantic sentence Seretan shallow parsing significance list Sinclair Smadja Springer Science+Business Media statistical syntactic analysis syntactic configurations syntactic type t-score term collocation test sets tion translation trigram Type LLR F V]P_N verb Villada Moirón Window method Key words Wouden