Prompting Beyond Pixels: A Training-Free and Retrieval-Enhanced Paradigm for Traffic Question Answering

Vu Thanh Dat Ha, Tuan Huy Tran, Ngoc Chien Chu, Duc Hao Pham, Huan Vu


Anthology ID:
2025.vlsp-1.54
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:
459–470
Language:
URL:
https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.54/
DOI:
Bibkey:
Cite (ACL):
Vu Thanh Dat Ha, Tuan Huy Tran, Ngoc Chien Chu, Duc Hao Pham, and Huan Vu. 2025. Prompting Beyond Pixels: A Training-Free and Retrieval-Enhanced Paradigm for Traffic Question Answering. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 459–470, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):
Prompting Beyond Pixels: A Training-Free and Retrieval-Enhanced Paradigm for Traffic Question Answering (Ha et al., VLSP 2025)
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PDF:
https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.54.pdf