VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation

Son T. Luu; Trung Vo; Hiep Nguyen; Khanh Quoc Tran; Kiet Van Nguyen; Vu Tran; Ngan Luu-Thuy Nguyen; Minh Le Nguyen

VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation

Son T.Luu, Trung Vo, Hiep Nguyen, Khanh Quoc Tran, Kiet Van Nguyen, Vu Tran, Ngan Luu-Thuy Nguyen, Le-Minh Nguyen

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Anthology ID:: 2025.vlsp-1.48
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:: 402–409
Language:
URL:: https://aclanthology.org/2025.vlsp-1.48/
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Cite (ACL):: Son T.Luu, Trung Vo, Hiep Nguyen, Khanh Quoc Tran, Kiet Van Nguyen, Vu Tran, Ngan Luu-Thuy Nguyen, and Le-Minh Nguyen. 2025. VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 402–409, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):: VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation (T.Luu et al., VLSP 2025)
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PDF:: https://aclanthology.org/2025.vlsp-1.48.pdf

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@inproceedings{t-luu-etal-2025-vlsp,
    title = "{VLSP} 2025 {MLQA}-{TSR} Challenge: {V}ietnamese Multimodal Legal Question Answering on Traffic Sign Regulation",
    author = "T.Luu, Son  and
      Vo, Trung  and
      Nguyen, Hiep  and
      Tran, Khanh Quoc  and
      Nguyen, Kiet Van  and
      Tran, Vu  and
      Nguyen, Ngan Luu-Thuy  and
      Nguyen, Le-Minh",
    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-1.48/",
    pages = "402--409"
}

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%0 Conference Proceedings
%T VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation
%A T.Luu, Son
%A Vo, Trung
%A Nguyen, Hiep
%A Tran, Khanh Quoc
%A Nguyen, Kiet Van
%A Tran, Vu
%A Nguyen, Ngan Luu-Thuy
%A Nguyen, Le-Minh
%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 t-luu-etal-2025-vlsp
%U https://aclanthology.org/2025.vlsp-1.48/
%P 402-409

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Markdown (Informal)

[VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation](https://aclanthology.org/2025.vlsp-1.48/) (T.Luu et al., VLSP 2025)

VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation (T.Luu et al., VLSP 2025)

ACL

Son T.Luu, Trung Vo, Hiep Nguyen, Khanh Quoc Tran, Kiet Van Nguyen, Vu Tran, Ngan Luu-Thuy Nguyen, and Le-Minh Nguyen. 2025. VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 402–409, Hanoi, Vietnam. Association for Computational Linguistics.