Human Associations Help to Detect Conventionalized Multiword Expressions

September 12, 2017 ยท Declared Dead ยท ๐Ÿ› Recent Advances in Natural Language Processing

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Authors Natalia Loukachevitch, Anastasia Gerasimova arXiv ID 1709.03925 Category cs.CL: Computation & Language Citations 2 Venue Recent Advances in Natural Language Processing Last Checked 5 months ago
Abstract
In this paper we show that if we want to obtain human evidence about conventionalization of some phrases, we should ask native speakers about associations they have to a given phrase and its component words. We have shown that if component words of a phrase have each other as frequent associations, then this phrase can be considered as conventionalized. Another type of conventionalized phrases can be revealed using two factors: low entropy of phrase associations and low intersection of component word and phrase associations. The association experiments were performed for the Russian language.
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