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

Dang Sy Duy, Nguyen Duy Chien, Chu Ngoc Vuong


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://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.45/
DOI:
Bibkey:
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://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.45.pdf