DEVELOPMENT OF A SENTENCE DEPENDENCY PARSING ALGORITHM FOR THE UZBEK LANGUAGE

Authors

  • Mamura Uzakova Abdurayimovna Asia International University

DOI:

https://doi.org/10.55640/

Keywords:

syntactic analysis, Uzbek language, NLP, dependency grammar, agglutination, morphological parsing.

Abstract

This article examines the problem of automatic syntactic analysis (parsing) of sentences in the Uzbek language. The primary focus is on creating an algorithm that accounts for the morphological specifics of agglutinative languages. A hybrid approach is proposed, combining grammatical rules with machine learning elements to determine syntactic relationships. The results demonstrate the model's effectiveness in processing both simple and complex sentences.

 

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References

1.Elmira Nazirova, Shakhnoza Abidova, Khurshida Karabayeva, Mamura Uzakova Mathematical Software For Creating A Trilingual Electronic Translator Between The Languages Of The Turkish-Language Family. Journal of Computational Analysis and Applications, Volume 33, ISSN 15211398, 15729206, SJR 0.19, United States-2024. -P.220-223

2.Nazirova Elmira Shodmonovna, Abidova Shakhnoza Bakhodirovna, Uzakova Ma’mura Abdurayimovna, Boymurodov Farrukh Farhod Mathematical model for evaluation of trilingual electronic translation J.:“Bulletin of TUIT: Management and Communication Technologies”. https://doi.org/10.61663/244tuitmct10 (05.00.00; OAK rayosat qarori 30.07.2020. № 4(40) 01-10/1103), Toshkent-2024. -P–7.

3.Nazirova Elmira, Abidova Shakhnoza, Usmanova Kamola Creating open-corres parallel corpus bases for machine translation J.:“Bulletin of TUIT: Management and Communication Technologies”. https://doi.org/10.61663/251tuitmct5.

4.E. Nazirova, N. Abduraxmanova, Sh. Abidova, M.Uzakova “Morphological analysis of word formation in the Uzbek, Karakalpak and Kyrgyz languages belonging to the Turkic family of languages” 11th th International Conference on Computer Processing of Turkic Languages, “TurkLang-2023”, ББК 81.1, ISBN 978-5-9690-1197 Bukhara-2023. -P.152-155.

5.Sharipov A., Salaev U. Morphological Analyzer for Uzbek Language based on Finite State Transducers. Journal of Natural Language Computing. 2022

6.Nivre J. Dependency Grammar and Dependency Parsing. MSI report. 2005

7.Madatov A., et al. Building a Dependency Treebank for the Uzbek Language. Central Asian NLP Conference Proceedings. 2023

8.Jurafsky D., Martin J. H. Speech and Language Processing. Stanford University (Online Resource) 2024

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Published

2026-03-22

Issue

Vol. 5 No. 03 (2026): Journal of Multidisciplinary Sciences and Innovations

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Authors retain the copyright of their manuscripts, and all Open Access articles are disseminated under the terms of the Creative Commons Attribution License 4.0 (CC-BY), which licenses unrestricted use, distribution, and reproduction in any medium, provided that the original work is appropriately cited. The use of general descriptive names, trade names, trademarks, and so forth in this publication, even if not specifically identified, does not imply that these names are not protected by the relevant laws and regulations.

How to Cite

DEVELOPMENT OF A SENTENCE DEPENDENCY PARSING ALGORITHM FOR THE UZBEK LANGUAGE. (2026). Journal of Multidisciplinary Sciences and Innovations, 5(03), 1748-1750. https://doi.org/10.55640/

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