The Phenomenon of Functional Shift Between Parts of Speech in Uzbek POS Tagging
DOI:
https://doi.org/10.51699/cajlpc.v7i2.1448Keywords:
POS Tagging, Functional Shift, Conversion, Uzbek Language, Corpus Linguistics, NLPAbstract
This article analyzes one of the key linguistic problems arising in the process of automatic Part-of-Speech (POS) tagging of Uzbek language units, namely the phenomenon of functional shift between parts of speech. The agglutinative nature of the Uzbek language, the multifunctionality of verb forms, and their strong dependence on context are shown – through scientific examples, tables, and diagrams – to have a direct impact on POS tagging accuracy. The article discusses the linguistic causes of functional shift and explores ways of accounting for this phenomenon in automatic POS tagging models.
References
S. Abney, “Statistical methods and linguistic knowledge in corpus linguistics,” Computational Linguistics, vol. 22, no. 1, pp. 1–15, 1996.
B. Elov and N. Xudayberganov, “Methods of POS tagging for Uzbek language corpus texts,” Computer Linguistics: Problems, Solutions, Prospects, vol. 1, no. 1, 2024.
S. Bird, E. Klein, and E. Loper, Natural Language Processing with Python. Sebastopol, CA, USA: O’Reilly Media, 2009.
D. Jurafsky and J. H. Martin, Speech and Language Processing, 3rd ed., draft version. Stanford, CA, USA: Stanford University, 2023.
J. Nivre, M.-C. de Marneffe, F. Ginter et al., “Universal Dependencies v1: A multilingual treebank collection,” in Proc. LREC 2016, 2016, pp. 1659–1666.
I. A. Sag, T. Wasow, and E. M. Bender, Syntactic Theory: A Formal Introduction. Stanford, CA, USA: CSLI Publications, 2003.
S. Usmonov, “Morphological features of the Uzbek language and issues of automatic analysis,” Issues of Uzbek Linguistics, no. 4, pp. 45–58, 2020.
D. Zeman, J. Nivre, M. Abrams et al., Universal Dependencies 2.13. LINDAT/CLARIAH-CZ, 2023.
H. N. Qahramonovich, “Worthy descendants of the Samarkandians: enlighteners jadids,” World Bulletin of Social Sciences, vol. 13, pp. 37–40, 2022.
R. T. Usanov and N. K. Khakkulov, “Iz istorii izucheniya problemy ‘Nenasilie’,” Ekonomika i Sotsium, no. 6-2 (121), pp. 1406–1413, 2024.
T. Shaymardonov, “Siddiqiy-Ajziy hayoti va ijodining o‘rganilishi,” Uzbekistan: Yazyk i Kultura, vol. 1, no. 1, pp. 27–39, 2022.
T. A. Shaymardonov, “Sayidahmadxo‘ja Siddiqiy-Ajziyning qofiya qo‘llash mahorati,” Yosh Olimlar Axborotnomasi – Vestnik Molodykh Uchenykh, vol. 1, no. 1, pp. 147–152, 2024.
T. A. Shaymardonov, “The role of Siddiqi-Ajzi in Uzbek jadid literature,” American Journal of Social and Humanitarian Research, vol. 1, no. 4, pp. 91–100, 2020.
S. M. Ruzimurodov, “Ethnomadanian and ethnoesthetic aspects of the formation of a healthy lifestyle in society,” The American Journal of Social Science and Education Innovations, vol. 3, no. 5, pp. 188–194, 2021.
A. A. Azizkulov and S. M. Ruzimurodov, “Gazali on the significance of intellect in human activity,” Paradigmata Poznani, no. 2, pp. 43–46, 2014.


