Uzbek tagset: creating a list of morphological and syntactic tags for building machine learning models for the uzbek language

Sharipov, Maqsud, Zaynidinov, Hakimjon

Al-Farg'oniy avlodlari · 2025-yil

Annotatsiya

The aim of this study is to develop a comprehensive list of syntactic and morphological tags in Uzbek, which aims to create a dataset for natural language processing (NLP) problems in Uzbek. Based on existing tagset models for other languages and taking into account the specific features of the Uzbek language, we propose a hierarchical tagset structure that includes word classes, morphological features, and syntactic functions. A Hidden Markov Model (HMM) was built to solve the POS tagging NLP task using the created tagset.

Maqola ma’lumotlari
MualliflarSharipov, Maqsud, Zaynidinov, Hakimjon
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2025-03-23
Son1
Betlar195-201
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Узбекский язык, Синтаксические теги, Морфологические теги, Обработка естественного языка, Части речи, HMM модель, Uzbek language, syntactic tags, morphological tags, natural language processing, part of speech. HMM model., Uzbek language, Syntactic tags, Morphological tags, Natural language processing, Part of speech, HMM model, O‘zbek tili, Sintaktik teglar, Morfologik teglar, Tabiiy tilni qayta ishlash, Nutq qismlari, HMM modeli

Ilmiy soha

Texnika

Iqtibos keltirish

APASharipov, Maqsud, & Zaynidinov, Hakimjon (2025). UZBEK TAGSET: CREATING A LIST OF MORPHOLOGICAL AND SYNTACTIC TAGS FOR BUILDING MACHINE LEARNING MODELS FOR THE UZBEK LANGUAGE. Al-Farg'oniy avlodlari, (1), 195-201. https://al-fargoniy.uz/index.php/journal/article/view/808
GOST (OAK)Sharipov, Maqsud, Zaynidinov, Hakimjon UZBEK TAGSET: CREATING A LIST OF MORPHOLOGICAL AND SYNTACTIC TAGS FOR BUILDING MACHINE LEARNING MODELS FOR THE UZBEK LANGUAGE // Al-Farg'oniy avlodlari. – 2025. – № 1. – P. 195-201.
MLASharipov, Maqsud, and Zaynidinov, Hakimjon. “UZBEK TAGSET: CREATING A LIST OF MORPHOLOGICAL AND SYNTACTIC TAGS FOR BUILDING MACHINE LEARNING MODELS FOR THE UZBEK LANGUAGE.” Al-Farg'oniy avlodlari, (1), 195-201, 2025. https://al-fargoniy.uz/index.php/journal/article/view/808
ChicagoSharipov, Maqsud, and Zaynidinov, Hakimjon. “UZBEK TAGSET: CREATING A LIST OF MORPHOLOGICAL AND SYNTACTIC TAGS FOR BUILDING MACHINE LEARNING MODELS FOR THE UZBEK LANGUAGE.” Al-Farg'oniy avlodlari, (1), 195-201 (2025). https://al-fargoniy.uz/index.php/journal/article/view/808
HarvardSharipov, Maqsud, and Zaynidinov, Hakimjon (2025) ‘UZBEK TAGSET: CREATING A LIST OF MORPHOLOGICAL AND SYNTACTIC TAGS FOR BUILDING MACHINE LEARNING MODELS FOR THE UZBEK LANGUAGE’, Al-Farg'oniy avlodlari, (1), 195-201. https://al-fargoniy.uz/index.php/journal/article/view/808
BibTeX
@article{sharipovmaqsud2025,
  title = {UZBEK TAGSET: CREATING A LIST OF MORPHOLOGICAL AND SYNTACTIC TAGS FOR BUILDING MACHINE LEARNING MODELS FOR THE UZBEK LANGUAGE},
  author = {Sharipov, Maqsud and Zaynidinov, Hakimjon},
  journal = {Al-Farg'oniy avlodlari},
  year = {2025},
  number = {1},
  pages = {195-201},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/808}
}

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