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Identifying, in an automatic manner, which meaning is associated to a VPU in a certain context is an open problem in natural language processing, whose solution impacts in various real life applications. In this paper we present a method for the automatic verification of non-compositionality of a VPU based on the use of lexical domains. The methodology proposed is based in the degree of overlapping between the VPU domain and its context domain. This methdology is general in the sense that it opens the opportunity of applying different overlapping metrics, and different methods for calculating the domain of a given phrase. The experiments carried out show that this novel approach can be efficiently applied in high volumes of data with competitive results close to 65%.<\/jats:p>","DOI":"10.3233\/jifs-169490","type":"journal-article","created":{"date-parts":[[2018,5,22]],"date-time":"2018-05-22T10:53:47Z","timestamp":1526986427000},"page":"3059-3067","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["Compositionality versus non-compositionality verification based on lexical domain for verbal phraseological units"],"prefix":"10.1177","volume":"34","author":[{"given":"Bel\u00e9m Priego","family":"S\u00e1nchez","sequence":"first","affiliation":[{"name":"Department of Systems, Universidad Aut\u00f3noma Metropolitana, Unidad Azcapotzalco, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Pinto","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, Benem\u00e9rita Universidad Aut\u00f3noma de Puebla, PUE, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vivek Kumar","family":"Singh","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Banaras Hindu University, Varanasi, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2018,5,18]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.3115\/992628.992635"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.3115\/1119282.1119294"},{"key":"e_1_3_2_4_2","first-page":"21","volume-title":"Distributional semantics and compositionality: Shared task description and results","author":"Biemann C.","year":"2011","unstructured":"BiemannC. and GiesbrechtE., Distributional semantics and compositionality: Shared task description and results, In Proceedings of the Workshop on Distributional Semantics and Compositionality, DiSCo \u201911, pp. 21\u201328, Stroudsburg, PA, USA. 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