Enhancing accuracy, consistency, and cultural relevance in ai-generated translations through post- editing

Raimov, Lazizjon Alisherovich

Қўқон ДПИ. Илмий хабарлар · 2026-yil

Annotatsiya

In this study, the role of human post-editing is evaluated as a significant intervention in the process of artificial intelligence-assisted translation. Artificial intelligence (AI) translation technology has greatly impacted the process of multilingual communication through unprecedented speed and processing capacity. Despite these advantages, there are significant limitations and shortcomings on the part of these technologies, such as accuracy and cultural appropriateness. In this regard, the analysis is conducted through contemporary literature on the subject and explores the technological limitations and shortcomings of AI translation technology, the methodologies for post-editing, and the performance and efficacy of AI and human post-editing. The analysis has shown that human post-editing is essential for bridging the gap between technology and culture. A hybrid model is proposed for the most viable solution to the problem.

Maqola ma’lumotlari
MualliflarRaimov, Lazizjon Alisherovich
JurnalҚўқон ДПИ. Илмий хабарлар
NashriyotҚўқон давлат педагогика институти
ISSN3030-3958
Nashr sanasi2026-08-10
Jild8
Son07.
Betlar804-810
TilIngliz
DOI10.70728/c.series.ped.v08.i07.110
Indeksga qo‘shilgan2026-08-27

DOI: 10.70728/c.series.ped.v08.i07.110 · Maqolaning asl sahifasi

Kalit so‘zlar

artificial intelligence, machine translation, post-editing, cultural relevance, translation quality, human-AI collaboration, linguistic accuracy, translator education

Iqtibos keltirish

APARaimov, Lazizjon Alisherovich (2026). ENHANCING ACCURACY, CONSISTENCY, AND CULTURAL RELEVANCE IN AI-GENERATED TRANSLATIONS THROUGH POST- EDITING. Қўқон ДПИ. Илмий хабарлар, 8(07.), 804-810. https://doi.org/10.70728/c.series.ped.v08.i07.110
GOST (OAK)Raimov, Lazizjon Alisherovich ENHANCING ACCURACY, CONSISTENCY, AND CULTURAL RELEVANCE IN AI-GENERATED TRANSLATIONS THROUGH POST- EDITING // Қўқон ДПИ. Илмий хабарлар. – 2026. – T. 8, № 07.. – P. 804-810. – DOI: 10.70728/c.series.ped.v08.i07.110.
MLARaimov, Lazizjon Alisherovich. “ENHANCING ACCURACY, CONSISTENCY, AND CULTURAL RELEVANCE IN AI-GENERATED TRANSLATIONS THROUGH POST- EDITING.” Қўқон ДПИ. Илмий хабарлар, 8(07.), 804-810, 2026. https://doi.org/10.70728/c.series.ped.v08.i07.110
ChicagoRaimov, Lazizjon Alisherovich. “ENHANCING ACCURACY, CONSISTENCY, AND CULTURAL RELEVANCE IN AI-GENERATED TRANSLATIONS THROUGH POST- EDITING.” Қўқон ДПИ. Илмий хабарлар, 8(07.), 804-810 (2026). https://doi.org/10.70728/c.series.ped.v08.i07.110
HarvardRaimov, Lazizjon Alisherovich (2026) ‘ENHANCING ACCURACY, CONSISTENCY, AND CULTURAL RELEVANCE IN AI-GENERATED TRANSLATIONS THROUGH POST- EDITING’, Қўқон ДПИ. Илмий хабарлар, 8(07.), 804-810. https://doi.org/10.70728/c.series.ped.v08.i07.110
BibTeX
@article{raimovlazizjonalisherovich2026,
  title = {ENHANCING ACCURACY, CONSISTENCY, AND CULTURAL RELEVANCE IN AI-GENERATED TRANSLATIONS THROUGH POST- EDITING},
  author = {Raimov, Lazizjon Alisherovich},
  journal = {Қўқон ДПИ. Илмий хабарлар},
  year = {2026},
  volume = {8},
  number = {07.},
  pages = {804-810},
  doi = {10.70728/c.series.ped.v08.i07.110},
  url = {https://doi.org/10.70728/c.series.ped.v08.i07.110}
}

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