MinLegal at VLSP2025-LegalSLM: A Two-Stage LoRA-to-Full Fine-tuning Approach for Vietnamese Legal Small Language Models

Ngo Dinh Luan, Kiet Nguyen Van


Anthology ID:
2025.vlsp-1.24
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:
179–185
Language:
URL:
https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.24/
DOI:
Bibkey:
Cite (ACL):
Ngo Dinh Luan and Kiet Nguyen Van. 2025. MinLegal at VLSP2025-LegalSLM: A Two-Stage LoRA-to-Full Fine-tuning Approach for Vietnamese Legal Small Language Models. In Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing, pages 179–185, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):
MinLegal at VLSP2025-LegalSLM: A Two-Stage LoRA-to-Full Fine-tuning Approach for Vietnamese Legal Small Language Models (Luan & Van, VLSP 2025)
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PDF:
https://preview.aclanthology.org/author-page-lei-gao-usc/2025.vlsp-1.24.pdf