Publications

Papers & talks

Papers and talks from the various rabbit holes I've fallen into over the years.

Journal articles
The Bode Family of Large Language Models: Investigating the Frontiers of LLMs in Brazilian Portuguese

Paiola, P. H.; Garcia, G. L.; Correia, J. V. M.; Manesco, J. R. R.; Garcia, A. L.; Papa, J. P.

Journal of the Brazilian Computer Society · 2025
Conference papers
Faithfulness and Uncertainty Calibration of Large Language Models in Portuguese Medical Question Answering

Correia, J. V. M.; Manesco, J. R. R.; Garcia, G. L.; Tunes, G. C.; Bittencourt, J. A. S.; Pereira, A. J.; Papa, J. P.

2026 IEEE 39th International Symposium on Computer-Based Medical Systems (CBMS)
Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry

Correia, J. V. M.; Bell, M.; Amorim, J. V. R. et al.

Proceedings of EMNLP 2025 — Industry Track
Enhancing Brazilian Portuguese Small Visual Language Models Through Progressive Learning for Torax X-Ray Analysis

Garcia, G. L.; Passos, L. A; Manesco, J. R. R.; Paiola, P. H.; Correia, J. V. M.; Papa, J. P.

2026 IEEE 39th International Symposium on Computer-Based Medical Systems (CBMS)
Retrieval-Augmented Generation for Clinical Question Answering in Portuguese: Benefits and Limitations

Garcia, G. L.; Paiola, P. H.; Correia, J. V. M.; Rodrigues, D.; Papa, J. P.

Proceedings of PROPOR 2026
Class of LLMs: Benchmarking Large Language Models on the Brazilian National Medical Examination

Correia, J. V. M.; Castro, P. H. A.; Garcia, G. L.; Paiola, P. H.; Papa, J. P.

Proceedings of PROPOR 2026
RecognaSumm: A Novel Brazilian Summarization Dataset

Paiola, P. H.; Garcia, G. L.; Jodas, D. S.; Correia, J. V. M.; Sugi, L. A.; Papa, J. P.

Proceedings of PROPOR 2024
Book chapters
Sumarização Automática

Souza, J. W. C.; Cardoso, P. C. F.; Paixao, C. A.; Paiola, P. H.; Garcia, G. L.; Correia, J. V. M. et al.

In: Processamento de Linguagem Natural (ed. 4) · 2026
Treinamento de Grandes Modelos de Linguagem na Prática

Correia, J. V. M.; Manesco, J. R. R.; Jodas, D. S.; Rodrigues, D.; Papa, J. P.

In: Processamento de Linguagem Natural (ed. 4) · 2026
full list on google scholar →