Linguopragmatic constraints of artificial intelligence translation and strategies for their mitigation

Gavkhar Jamshid kizi, Rakhimova

Science time · 2026-yil

Annotatsiya

Artificial intelligence (AI) has significantly transformed translation practices by enabling fast and large-scale multilingual communication. However, despite its efficiency, AI-based translation systems still face serious linguopragmatic limitations. These limitations are particularly evident in handling context, cultural nuances, idiomatic expressions, and speaker intentions. This paper explores the key linguopragmatic constraints of AI translation systems, including issues related to discourse coherence, pragmatics, and sociolinguistic variation. It also proposes practical strategies to mitigate these limitations, such as hybrid human-AI collaboration, contextual modeling, and improved training data design. The study is based on recent research in computational linguistics and translation studies, aiming to provide a comprehensive academic analysis of the problem.

Maqola ma’lumotlari
MualliflarGavkhar Jamshid kizi, Rakhimova
JurnalScience time
NashriyotАжиниёз номидаги Нукус давлат педагогика институти
ISSN2992-8850
Nashr sanasi2026-04-10
Jild4
Son4/2
Betlar135-140
TilIngliz
Ilmiy sohaFilologiya
DOI10.66345/stj.v4i4/2.5654
Indeksga qo‘shilgan2026-08-27

DOI: 10.66345/stj.v4i4/2.5654 · Maqolaning asl sahifasi

Kalit so‘zlar

artificial intelligence, machine translation, pragmatics, linguistics, context, discourse, cultural adaptation, translation strategies.

Ilmiy soha

Filologiya

Iqtibos keltirish

APAGavkhar Jamshid kizi, Rakhimova (2026). LINGUOPRAGMATIC CONSTRAINTS OF ARTIFICIAL INTELLIGENCE TRANSLATION AND STRATEGIES FOR THEIR MITIGATION. Science time, 4(4/2), 135-140. https://doi.org/10.66345/stj.v4i4/2.5654
GOST (OAK)Gavkhar Jamshid kizi, Rakhimova LINGUOPRAGMATIC CONSTRAINTS OF ARTIFICIAL INTELLIGENCE TRANSLATION AND STRATEGIES FOR THEIR MITIGATION // Science time. – 2026. – T. 4, № 4/2. – P. 135-140. – DOI: 10.66345/stj.v4i4/2.5654.
MLAGavkhar Jamshid kizi, Rakhimova. “LINGUOPRAGMATIC CONSTRAINTS OF ARTIFICIAL INTELLIGENCE TRANSLATION AND STRATEGIES FOR THEIR MITIGATION.” Science time, 4(4/2), 135-140, 2026. https://doi.org/10.66345/stj.v4i4/2.5654
ChicagoGavkhar Jamshid kizi, Rakhimova. “LINGUOPRAGMATIC CONSTRAINTS OF ARTIFICIAL INTELLIGENCE TRANSLATION AND STRATEGIES FOR THEIR MITIGATION.” Science time, 4(4/2), 135-140 (2026). https://doi.org/10.66345/stj.v4i4/2.5654
HarvardGavkhar Jamshid kizi, Rakhimova (2026) ‘LINGUOPRAGMATIC CONSTRAINTS OF ARTIFICIAL INTELLIGENCE TRANSLATION AND STRATEGIES FOR THEIR MITIGATION’, Science time, 4(4/2), 135-140. https://doi.org/10.66345/stj.v4i4/2.5654
BibTeX
@article{gavkharjamshidkizirakhimova2026,
  title = {LINGUOPRAGMATIC CONSTRAINTS OF ARTIFICIAL INTELLIGENCE TRANSLATION AND STRATEGIES FOR THEIR MITIGATION},
  author = {Gavkhar Jamshid kizi, Rakhimova},
  journal = {Science time},
  year = {2026},
  volume = {4},
  number = {4/2},
  pages = {135-140},
  doi = {10.66345/stj.v4i4/2.5654},
  url = {https://doi.org/10.66345/stj.v4i4/2.5654}
}

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