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Talk · International Multi-Conference on Engineering, Computer and Information Sciences · November 11, 2022

Developing NLP Tool for Linguistic Analysis of Turkic Languages

Nilufar Z. Abdurakhmonova, A. Ismailov, Davlatyor B. Mengliev

Nilufar Abdurakhmonova
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Abstract

Today we see the active development of natural language processing technologies, including the morphological analysis of word forms. In this context, the development of more universal (general) algorithms that we can work with several languages at once is of particular relevance. As a result, algorithms that can reliably process texts of one family will be much more popular than those that can work with only one language. In our work, we presented a flexible tool for working with Turkic languages, in particular, for the morphological analysis of words. As is known, the Turkic-speaking languages belong to agglutinative languages, which, in turn, are formed by the concatenation of morphemes. It follows from this that by means of various combinations of affixes it is possible to construct a huge number of words in each of the languages of this family. Our tool allowed to carry out morphological analysis for almost all Turkic languages.

Natural Language Processing TechniquesTurkic and Altaic LinguisticsTopic ModelingTurkic languagesmorphological analysisagglutinative languages

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