Adapting LLMs to New Domains: A Comparative Study of Fine-Tuning and RAG strategies for Portuguese QA Tasks

Leandro Costa, João Baptista de Oliveira e Souza-Filho


Anthology ID:
2024.stil-1.22
Volume:
Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology
Month:
Year:
2024
Address:
Belém do Pará, Brazil
Editors:
Daniela Barreiro Claro, Adriana Pagano
Venues:
STIL | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
217–227
Language:
URL:
https://aclanthology.org/2024.stil-1.22/
DOI:
Bibkey:
Cite (ACL):
Leandro Costa and João Baptista de Oliveira e Souza-Filho. 2024. Adapting LLMs to New Domains: A Comparative Study of Fine-Tuning and RAG strategies for Portuguese QA Tasks. In Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology, pages 217–227, Belém do Pará, Brazil. Association for Computational Linguistics.
Cite (Informal):
Adapting LLMs to New Domains: A Comparative Study of Fine-Tuning and RAG strategies for Portuguese QA Tasks (Costa & Souza-Filho, STIL 2024)
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PDF:
https://aclanthology.org/2024.stil-1.22.pdf