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Extraction of multi-word collocations using syntactic bigram composition

Presented atBorovets (Bulgaria), 10-12 September 2003
Publication date2003
Abstract

This paper presents a method for extracting multi-word collocations (MWCs) from text corpora, which is based on the previous extraction of syntactically bound collocation bigrams. We describe an iterative word linking procedure which relies on a syntactic criterion and aims at building up arbitrarily long expressions that represent multi-word collocation candidates. We propose several measures to rank candidates according to the collocational strength, and we present the results of a trigram extraction experiment. The methodology used is particularly well-suited for the identification of those collocations whose terms are arbitrarily distant, due to syntactic processes (passivization, relativization, dislocation, topicalization).

Citation (ISO format)
SERETAN, Violeta, NERIMA, Luka, WEHRLI, Eric. Extraction of multi-word collocations using syntactic bigram composition. In: Proceedings of the Fourth International Conference on Recent Advances in NLP (RANLP-2003). Borovets (Bulgaria). [s.l.] : [s.n.], 2003. p. 424–431.
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  • PID : unige:17034
Additional URL for this publicationhttp://lml.bas.bg/ranlp2003/
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