A Hybrid Dual-Branch Retrieval and Chain-of-Thought Reasoning Framework for Multimodal Legal Question Answering

Nguyen Van Tien, Mong The Luc, Han Huu Dang


Anthology ID:
2025.vlsp-1.51
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
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Publisher:
Association for Computational Linguistics
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Pages:
431–439
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URL:
https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.51/
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Cite (ACL):
Nguyen Van Tien, Mong The Luc, and Han Huu Dang. 2025. A Hybrid Dual-Branch Retrieval and Chain-of-Thought Reasoning Framework for Multimodal Legal Question Answering. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 431–439, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):
A Hybrid Dual-Branch Retrieval and Chain-of-Thought Reasoning Framework for Multimodal Legal Question Answering (Tien et al., VLSP 2025)
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https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.51.pdf