LINGISTIC AND MATHEMATICAL MODELING OF GRAMMATICAL HOMONYMS
31.05.2023
International Scientific Journal "Science and Innovation". Series C. Volume 2 Issue 5
Gulyamova Shahnoza Kahramonovna, Akhmedova Kholiskhan Ilhomovna, Suyunova Malika Adil qizi
Abstract. In this article, homonyms, which are considered one of the problems in corpus linguistics, and their elimination in the corpus, are studied in world and Uzbek linguistics, proposals and solutions, the development of a linguistic filter for lexical homonyms, the importance of grammatical homonyms in automatic text analysis, grammatical homonym identification, collation, linguistic and mathematical modeling are discussed. It hat said that grammatical homonyms are one of the important issues to be studied in corpus linguistics.
Keywords: language corpus, homonym, grammatical homonym, right and then conjunctions, morphological filter, syntactic filter, N-gram, linguistic and mathematical model
References:
1. Gulyamova Sh. Linguistic foundations of the Uzbek language semantic analyzer. Monograph - Tashkent: 2021.
2. Khamroeva Sh. Linguistic support of the morphological analyzer of the Uzbek language. Tashkent: 2021.
3. Rahmatullaev Sh. Explanatory dictionary of homonyms of the Uzbek language. - Tashkent: Teacher, 1984. - 108 p.
4. http://uznatcorpara.uz/uz/POSTag
5. Park, J. Y.; Shin, H.J.; Lee, J.S. Word Sense Disambiguation Using Clustered Sense Labels. Appl. Sci. 2022, 12, 1857. https://doi.org/ 10.3390/app12041857
6. Elov B.B., Akhmedova K.I. Modeling the business process distinguishing homonymy within three word groups// Journal of the Ministry of Innovative Development of the Republic of Uzbekistan, Scientific Journal of Science and Innovative Development 2022 / 1, pp. 150-162.
7. Akhmedova Kh. I. Mathematical models for identifying homonymy between different word groups// Science and innovation international scientific journal volume 1 issue 7 uif-2022:8.2|isn: 2181-3337. https://doi.org/10.5281/zenodo.7238546
8. Akhmedova K.I. Determining homonymy using the frequency method // "PROSPECTS OF UZBEK APPLIED PHILOLOGY" Republican Scientific and Practical Conference Tashkent: 2022.-164-170 p.
9. Elov B.B., Akhmedova K.I. Determining homonymy using statistical methods. //"Computational models and technologies (HMT 2022)" Proceedings of the second Uzbekistan-Malaysia international conference - Tashkent, 2022 September 16-17,-106 p.
10. Uri Roll, Ricardo A. Correia, Oded Berger-Tal// Using machine learning to disentangle homonyms in large text corpora - Conservation Biology 31 October 2017 https://doi.org/10.1111/cobi.13044
SCIENCE & INNOVATION