Machine translation in Uzbekistan: challenges, advances, and future directions

Zokirova, Khulkar, Зокирова, Хулкар, Zokirova, Hulkar

Хорижий лингвистика ва лингводидактика · 2024-yil

Annotatsiya

Machine Translation (MT) has made significant strides globally, yet for low-resource languages like Uzbek, challenges remain. Despite the advances in neural machine translation (NMT) and deep learning, language-specific challenges such as data scarcity, syntactic complexity, and morphological richness continue to hinder progress. This paper reviews the development and application of MT in Uzbekistan, examining the contributions of Uzbek scientists and international researchers. This article analyzes the state of MT, highlight the challenges specific to Uzbek, and suggest directions for future research, focusing on corpus building, neural models, and evaluation metrics.

Maqola ma’lumotlari
MualliflarZokirova, Khulkar, Зокирова, Хулкар, Zokirova, Hulkar
JurnalХорижий лингвистика ва лингводидактика
NashriyotСамарқанд давлат чет тиллар институти
ISSN0000-0003, 4295-8199
Nashr sanasi2024-10-25
Jild2
Son4/S
Betlar203-208
TilIngliz
Ilmiy sohaFilologiya
DOI10.47689/2181-3701-vol2-iss4/s-pp203-208
Indeksga qo‘shilgan2026-08-26

DOI: 10.47689/2181-3701-vol2-iss4/s-pp203-208 · Maqolaning asl sahifasi

Kalit so‘zlar

machine translation, neural machine translation, Uzbekistan, Central Asia, corpus building, low-resource languages, машинный перевод, нейронный машинный перевод, Узбекистан, Центральная Азия, корпусное построение, языки с низкими ресурсами, mashina tarjimasi, neyron mashina tarjimasi, o‘zbekiston, markaziy osiyo, korpus building, kam resursli tillar

Ilmiy soha

Filologiya

Iqtibos keltirish

APAZokirova, Khulkar, Зокирова, Хулкар, & Zokirova, Hulkar (2024). Machine translation in Uzbekistan: challenges, advances, and future directions. Хорижий лингвистика ва лингводидактика, 2(4/S), 203-208. https://doi.org/10.47689/2181-3701-vol2-iss4/s-pp203-208
GOST (OAK)Zokirova, Khulkar, Зокирова, Хулкар, Zokirova, Hulkar Machine translation in Uzbekistan: challenges, advances, and future directions // Хорижий лингвистика ва лингводидактика. – 2024. – T. 2, № 4/S. – P. 203-208. – DOI: 10.47689/2181-3701-vol2-iss4/s-pp203-208.
MLAZokirova, Khulkar, Зокирова, Хулкар, and Zokirova, Hulkar. “Machine translation in Uzbekistan: challenges, advances, and future directions.” Хорижий лингвистика ва лингводидактика, 2(4/S), 203-208, 2024. https://doi.org/10.47689/2181-3701-vol2-iss4/s-pp203-208
ChicagoZokirova, Khulkar, Зокирова, Хулкар, and Zokirova, Hulkar. “Machine translation in Uzbekistan: challenges, advances, and future directions.” Хорижий лингвистика ва лингводидактика, 2(4/S), 203-208 (2024). https://doi.org/10.47689/2181-3701-vol2-iss4/s-pp203-208
HarvardZokirova, Khulkar, Зокирова, Хулкар, and Zokirova, Hulkar (2024) ‘Machine translation in Uzbekistan: challenges, advances, and future directions’, Хорижий лингвистика ва лингводидактика, 2(4/S), 203-208. https://doi.org/10.47689/2181-3701-vol2-iss4/s-pp203-208
BibTeX
@article{zokirovakhulkar2024,
  title = {Machine translation in Uzbekistan: challenges, advances, and future directions},
  author = {Zokirova, Khulkar and Зокирова, Хулкар and Zokirova, Hulkar},
  journal = {Хорижий лингвистика ва лингводидактика},
  year = {2024},
  volume = {2},
  number = {4/S},
  pages = {203-208},
  doi = {10.47689/2181-3701-vol2-iss4/s-pp203-208},
  url = {https://doi.org/10.47689/2181-3701-vol2-iss4/s-pp203-208}
}

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