Modeling the distributional features of pronouns and adverbs in the Uzbek language using neural-based POS tagging systems

Karimova, Zilola, Каримова, Зилола, Karimova, Zilola

Хорижий лингвистика ва лингводидактика · 2026-yil

Annotatsiya

This paper explores the distributional characteristics of Uzbek pronouns and adverbs in neural-based POS tagging systems. The study compares BiLSTM-CRF, Transformer (BERT, mBERT, XLM-R), and seq2seq architectures, analyzing contextual dependencies, semantic functions, and embedding representations of pronouns and adverbs. Experimental results demonstrate model efficiency and error typology.

Maqola ma’lumotlari
MualliflarKarimova, Zilola, Каримова, Зилола, Karimova, Zilola
JurnalХорижий лингвистика ва лингводидактика
NashriyotСамарқанд давлат чет тиллар институти
ISSN0000-0003, 4295-8199
Nashr sanasi2026-02-25
Jild4
Son2/S
Betlar76-81
TilIngliz
Ilmiy sohaFilologiya
DOI10.47689/2181-3701-vol4-iss2/s-pp76-81
Indeksga qo‘shilgan2026-08-26

DOI: 10.47689/2181-3701-vol4-iss2/s-pp76-81 · Maqolaning asl sahifasi

Kalit so‘zlar

местоимение, наречие, POS-теггинг, дистрибуция, нейронные сети, BERT, морфология, компьютерная лингвистика, pronoun, adverb, POS tagging, distribution, neural network, BERT, morphology, computational linguistics, olmosh, ravish, POS teglash, distributsiya, neyron tarmoq, BERT, morfologiya, kompyuter lingvistikasi

Ilmiy soha

Filologiya

Iqtibos keltirish

APAKarimova, Zilola, Каримова, Зилола, & Karimova, Zilola (2026). Modeling the distributional features of pronouns and adverbs in the Uzbek language using neural-based POS tagging systems. Хорижий лингвистика ва лингводидактика, 4(2/S), 76-81. https://doi.org/10.47689/2181-3701-vol4-iss2/s-pp76-81
GOST (OAK)Karimova, Zilola, Каримова, Зилола, Karimova, Zilola Modeling the distributional features of pronouns and adverbs in the Uzbek language using neural-based POS tagging systems // Хорижий лингвистика ва лингводидактика. – 2026. – T. 4, № 2/S. – P. 76-81. – DOI: 10.47689/2181-3701-vol4-iss2/s-pp76-81.
MLAKarimova, Zilola, Каримова, Зилола, and Karimova, Zilola. “Modeling the distributional features of pronouns and adverbs in the Uzbek language using neural-based POS tagging systems.” Хорижий лингвистика ва лингводидактика, 4(2/S), 76-81, 2026. https://doi.org/10.47689/2181-3701-vol4-iss2/s-pp76-81
ChicagoKarimova, Zilola, Каримова, Зилола, and Karimova, Zilola. “Modeling the distributional features of pronouns and adverbs in the Uzbek language using neural-based POS tagging systems.” Хорижий лингвистика ва лингводидактика, 4(2/S), 76-81 (2026). https://doi.org/10.47689/2181-3701-vol4-iss2/s-pp76-81
HarvardKarimova, Zilola, Каримова, Зилола, and Karimova, Zilola (2026) ‘Modeling the distributional features of pronouns and adverbs in the Uzbek language using neural-based POS tagging systems’, Хорижий лингвистика ва лингводидактика, 4(2/S), 76-81. https://doi.org/10.47689/2181-3701-vol4-iss2/s-pp76-81
BibTeX
@article{karimovazilola2026,
  title = {Modeling the distributional features of pronouns and adverbs in the Uzbek language using neural-based POS tagging systems},
  author = {Karimova, Zilola and Каримова, Зилола and Karimova, Zilola},
  journal = {Хорижий лингвистика ва лингводидактика},
  year = {2026},
  volume = {4},
  number = {2/S},
  pages = {76-81},
  doi = {10.47689/2181-3701-vol4-iss2/s-pp76-81},
  url = {https://doi.org/10.47689/2181-3701-vol4-iss2/s-pp76-81}
}

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