Determination of Stylistic Features of Idioms in Uzbek Language

The idiomatic field of linguistics deals with the study of functional-stylistic possibilities as well as structural-grammatical features. The part of idiomology that studies phraseological units from a functional-stylistic point of view is called "idiomatic stylistics". In this article, the issue of automatic identification of stylistic features of idiomatic units in the Uzbek language based on the natural language reprocessing (NLP) approach is considered. The semantic and stylistic features of idiomatic units are determined in terms of the characteristics of literary and literary, public, formal and colloquial speech styles, and classification models are proposed according to their contextual use. Morphological analysis, contextual usage (SBERT-uz), statistical methods and machine learning procedures based on manually defined corpus were used in the study. The results obtained allow to automatically distinguish and stylistically identify stylistically ambiguous phraseological units in Uzbek language. In this article, the features of stylistic interchangeability of phraseological units in Uzbek language, their differential signs and their peculiarities are analyzed on the basis of examples.

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