Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization

Duc Dinh Chu; Thanh-Bac Nguyen Ba; Duy-Dinh Le; Khanh Van Tran

Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization

Duc Dinh Chu, Thanh-Bac Nguyen Ba, Duy Dinh Le, Khanh Van Tran

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Anthology ID:: 2025.vlsp-1.26
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
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Pages:: 197–204
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URL:: https://aclanthology.org/2025.vlsp-1.26/
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Cite (ACL):: Duc Dinh Chu, Thanh-Bac Nguyen Ba, Duy Dinh Le, and Khanh Van Tran. 2025. Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 197–204, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):: Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization (Chu et al., VLSP 2025)
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PDF:: https://aclanthology.org/2025.vlsp-1.26.pdf

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@inproceedings{chu-etal-2025-enhancing,
    title = "Enhancing Numerical Reasoning in {V}ietnamese Financial Question Answering through Program-Centric Policy Optimization",
    author = "Chu, Duc Dinh  and
      Ba, Thanh-Bac Nguyen  and
      Le, Duy Dinh  and
      Tran, Khanh Van",
    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-1.26/",
    pages = "197--204"
}

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%0 Conference Proceedings
%T Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization
%A Chu, Duc Dinh
%A Ba, Thanh-Bac Nguyen
%A Le, Duy Dinh
%A Tran, Khanh Van
%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 chu-etal-2025-enhancing
%U https://aclanthology.org/2025.vlsp-1.26/
%P 197-204

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Markdown (Informal)

[Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization](https://aclanthology.org/2025.vlsp-1.26/) (Chu et al., VLSP 2025)

Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization (Chu et al., VLSP 2025)

ACL

Duc Dinh Chu, Thanh-Bac Nguyen Ba, Duy Dinh Le, and Khanh Van Tran. 2025. Enhancing Numerical Reasoning in Vietnamese Financial Question Answering through Program-Centric Policy Optimization. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 197–204, Hanoi, Vietnam. Association for Computational Linguistics.