Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards

Dang Sy Duy; Nguyen Duy Chien; Chu Ngoc Vuong

Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards

Dang Sy Duy, Nguyen Duy Chien, Chu Ngoc Vuong

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Anthology ID:: 2025.vlsp-1.45
Volume:: Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing
Month:: October
Year:: 2025
Address:: Hanoi, Vietnam
Editors:: Luong Chi Mai, Nguyen Thi Minh Huyen, Nguyen Thi Thu Trang
Venues:: VLSP | WS
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 377–387
Language:
URL:: https://aclanthology.org/2025.vlsp-1.45/
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Cite (ACL):: Dang Sy Duy, Nguyen Duy Chien, and Chu Ngoc Vuong. 2025. Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 377–387, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):: Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards (Duy et al., VLSP 2025)
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PDF:: https://aclanthology.org/2025.vlsp-1.45.pdf

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@inproceedings{duy-etal-2025-vietnamese,
    title = "{V}ietnamese{--}{E}nglish Medical Domain Machine Translation with {LLM}s and {GRPO} Optimization Using Verified Rewards",
    author = "Duy, Dang Sy  and
      Chien, Nguyen Duy  and
      Vuong, Chu Ngoc",
    editor = "Mai, Luong Chi  and
      Huyen, Nguyen Thi Minh  and
      Trang, Nguyen Thi Thu",
    booktitle = "Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.vlsp-1.45/",
    pages = "377--387"
}

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%0 Conference Proceedings
%T Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards
%A Duy, Dang Sy
%A Chien, Nguyen Duy
%A Vuong, Chu Ngoc
%Y Mai, Luong Chi
%Y Huyen, Nguyen Thi Minh
%Y Trang, Nguyen Thi Thu
%S Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing
%D 2025
%8 October
%I Association for Computational Linguistics
%C Hanoi, Vietnam
%F duy-etal-2025-vietnamese
%U https://aclanthology.org/2025.vlsp-1.45/
%P 377-387

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Markdown (Informal)

[Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards](https://aclanthology.org/2025.vlsp-1.45/) (Duy et al., VLSP 2025)

Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards (Duy et al., VLSP 2025)

ACL

Dang Sy Duy, Nguyen Duy Chien, and Chu Ngoc Vuong. 2025. Vietnamese–English Medical Domain Machine Translation with LLMs and GRPO Optimization Using Verified Rewards. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 377–387, Hanoi, Vietnam. Association for Computational Linguistics.