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This research aims to identify challenges in translating Uzbek film reviews into English using AI tools.

April 24, 2026Open Access

Overcoming Linguistic Challenges in Uzbek – English AI Translation: A Study of Film Review Discourse

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This research aims to identify challenges in translating Uzbek film reviews into English using AI tools.
Compared four translation tools: two Neural Machine Translation (NMT) and two Large Language Models (LLMs).
Analyzed six film reviews from authentic Uzbek sources with expert input.
Identified failure types in idiom use, cultural terminology, register, and cohesion.
Found significant issues with idioms and cultural terminology in translations.
Highlighted that LLMs perform better in maintaining register and cohesion than NMT.
Recommended a multi-layered intervention approach to improve translation accuracy.

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Explores AI translation tools for film reviews, revealing challenges for Uzbek learners and suggesting solutions.

Mercy et al. (2026) studied this question.

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