João Vitor Mariano Correia

According to our database, João Vitor Mariano Correia authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Retrieval-Augmented Generation for Clinical Question Answering in Portuguese Drug Leaflets: Benefits and Limitations.

Gabriel Lino Garcia, Pedro Henrique Paiola, João Vitor Mariano Correia, Douglas Rodrigues, João Paulo Papa

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

Class of LLMs: Benchmarking Large Language Models on the Brazilian National Medical Examination.

João Vitor Mariano Correia, Pedro Henrique Alves de Castro, Gabriel Lino Garcia, Pedro Henrique Paiola, João Paulo Papa

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

2025

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

Pedro Henrique Paiola, Gabriel Lino Garcia, João Vitor Mariano Correia, João Renato Ribeiro Manesco, Ana Lara Alves Garcia, João Paulo Papa

J. Braz. Comput. Soc., 2025

Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry.

João Vitor Mariano Correia, Murilo Missano Bell, João Vitor Robiatti Amorim, Jonas F. P. Queiroz, Daniel C. G. Pedronette, Ivan Rizzo Guilherme, Felipe L. Oliveira

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

RecognaSumm: A Novel Brazilian Summarization Dataset.

Pedro Henrique Paiola, Gabriel Lino Garcia, Danilo Samuel Jodas, João Vitor Mariano Correia, Luis C. S. Afonso, João Paulo Papa

Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024