Metamorphic at VLSP 2025: SIGMA – A Multimodal Agent System for Legal QA on Vietnamese Traffic Signs

Nguyen Tuan Kiet, Nguyen Khanh Tuan Anh, Long Hoang Huu Nguyen, Dam Vu Trong Tai, Dang Van Thin


Anthology ID:
2025.vlsp-1.50
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:
418–430
Language:
URL:
https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.50/
DOI:
Bibkey:
Cite (ACL):
Nguyen Tuan Kiet, Nguyen Khanh Tuan Anh, Long Hoang Huu Nguyen, Dam Vu Trong Tai, and Dang Van Thin. 2025. Metamorphic at VLSP 2025: SIGMA – A Multimodal Agent System for Legal QA on Vietnamese Traffic Signs. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 418–430, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):
Metamorphic at VLSP 2025: SIGMA – A Multimodal Agent System for Legal QA on Vietnamese Traffic Signs (Kiet et al., VLSP 2025)
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PDF:
https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.50.pdf