MORPHEME ANALYSIS OF OCCASIONALISMS IN NATURAL LANGUAGE PROCESSING (NLP)

Authors

  • Nilufar Abdurakhmonova
  • Saodat Boysariyeva

Keywords:

database, occasionalism, morpheme analysis, Uzbek language corpus

Abstract

In this article, the theoretical views about the morpheme analysis of occasionalisms in the processing of Uzbek texts are analyzed. On the example of occasionalisms occured mainly in literary texts, the importance of the base of words and adverbs in the implementation of morpheme analysis is shown. Moreover, derivational and inflectional models of affixes were statistically studied based on experiments, when entering occasionalisms formed from word-forming morphemes into the database and analyzing it with the assistance of a computer. When dividing words formed by word- forming suffixes into morpheme parts, the use of their morphological information or the determination of word bases according to the grammatical relationship with other words in the text is expressed. It is emphasized that the morpheme base of the Uzbek language is not only a linguistic resource, but also a source of word formation for language learners.

References

N. Z. Abdurakhmonova, A. S. Ismailov and D. Mengliev, "Developing NLP Tool for Linguistic Analysis of Turkic Languages," 2022 IEEE International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON), Yekaterinburg, Russian Federation, 2022, pp. 1790-1793, doi: 10.1109/SIBIRCON56155.2022.10017049.

N. Abdurakhmonova, I. Alisher and R. Sayfulleyeva, "MorphUz: Morphological Analyzer for the Uzbek Language," 2022 7th International Conference on Computer Science and Engineering (UBMK), Diyarbakir, Turkey, 2022, pp. 61-66, doi: 10.1109/UBMK55850.2022.9919579.

Mengliev, D.; Barakhnin, V.; Abdurakhmonova, N. Development of Intellectual Web System for Morph Analyzing of Uzbek Words. Appl. Sci. 2021, 11, 9117. https://doi.org/ 10.3390/app11199117

D. Sulevmanov, A. Gatiatullin, N. Prokopyev and N. Abdurakhmonova, "Turkic Morpheme Web Portal as a Platform for Turkology Research," 2020 International Conference on Information Science and Communications Technologies (ICISCT), Tashkent, Uzbekistan, 2020, pp. 1-5, doi: 10.1109/ICISCT50599.2020.9351500.

https://uzbekcorpus.uz/

Koskenniemi, K. (1983). Two-Level Model for Morphological Analysis. International Joint Conference on Artificial Intelligence.

Hozirgi o‘zbek tili faol so‘zlarining izohli lug‘ati/ A. Hojiyev, A. Nurmonov, S. Zaynobiddinov va boshq. – T.: 2001

А.В. Чемышев Динамический лексикон: компьютерное представление моделей словообразования // Turklang, 2017 (II). – P.224.

Yuldashev J. Usmon Nosir she’riyati lingvopoetikasi : Filol. fan. falsafa doktori (PhD) diss. avtoreferati 2023.

Abduraxmonova, N. Z. "Linguistic support of the program for translating English texts into Uzbek (on the example of simple sentences): Doctor of Philosophy (PhD) il dis. aftoref." (2018).

Alessandro Agostini, Timur Usmanov, Ulugbek Khamdamov, Nilufar Abdurakhmonova, and Mukhammadsaid Mamasaidov. 2021. UZWORDNET: A Lexical-Semantic Database for the Uzbek Language. In Proceedings of the 11th Global Wordnet Conference, pages 8–19, University of South Africa (UNISA). Global Wordnet Association.

Abdurakhmonova N, Tuliyev U. Morphological analysis by finite state transducer for Uzbek- English machine translation/Foreign Philology: Language. Literature, Education. 2018(3):68.

Abdurakhmonova N, Urdishev K. Corpus based teaching Uzbek as a foreign language. Journal of Foreign Language Teaching and Applied Linguistics (J-FLTAL). 2019;6(1-2019):131-7.

Abdurakhmonov N. Modeling Analytic Forms of Verb in Uzbek as Stage of Morphological Analysis in Machine Translation. Journal of Social Sciences and Humanities Research. 2017;5(03):89-100.

Published

2023-09-04