Rafael Oleques Nunes

According to our database, Rafael Oleques Nunes authored at least 14 papers between 2018 and 2026.

Collaborative distances:

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

2026

Evaluating Small Language Models for English-to-Portuguese Translation: Impact of Model Scale and Quantization.

Gustavo Lopes Tamiosso, Rafael Oleques Nunes, Dennis Giovani Balreira

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

Uso de técnicas de Aprendizado de Máquina e Modelos de Língua de Larga Escala para avaliação automática de textos do exame Celpe-Bras.

Rafael Oleques Nunes, Bernardo Cobalchini Zietolie, Ricardo Zanini De Costa, Rodrigo Brock da Silva, João Victor Piardi Pacheco, Rafaela Dall'Agnol da Rocha, Dennis Giovani Balreira, Elisa Marchioro Stumpf, Juliana Schoffen

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

The PROPOR Ecosystem: Structure, Roles, and Evolution of Portuguese-Language NLP.

Rafael Oleques Nunes, Gustavo L. Tamiosso, Pedro Lucas Castro de Andrade, Matheus S. de Aguiar, Rafael P. Gouveia, Higor Moreira, Bruno Tavares, Laura P. de Gouveia, Felipe S. F. Paula, Andre Suslik Spritzer, Hidelberg Oliveira Albuquerque, Nádia Félix F. da Silva, Ellen Souza, Dennis Giovani Balreira, Joel Luis Carbonera

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

Twenty Years of HAREM: A Reproducible Audit and Reassessment of Portuguese Named Entity Recognition.

Rafael Oleques Nunes, Andre Suslik Spritzer, Carla M. D. S. Freitas, Dennis Giovani Balreira

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

Geological Text Summarization Using Generative Large Language Models.

Matheus Stein de Aguiar, Rafael Oleques Nunes, Dennis Giovani Balreira

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

2025

Natural Language Processing in Geology: A Review of Portuguese Language Resources and Techniques.

Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira, Joel Luís Carbonera

Proces. del Leng. Natural, 2025

2024

Reconhecimento de Entidades Nomeadas e Vazamento de Dados em Textos Legislativos: Uma Reavaliação da Literatura.

Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira

Linguamática, 2024

A Named Entity Recognition Approach for Portuguese Legislative Texts Using Self-Learning.

Rafael Oleques Nunes, Dennis Giovani Balreira, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas

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

An Evaluation of Large Language Models for Geological Named Entity Recognition.

Rafael Oleques Nunes, Andre Suslik Spritzer, Dennis Giovani Balreira, Carla M. D. S. Freitas, Joel Luis Carbonera

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

Out of Sesame Street: A Study of Portuguese Legal Named Entity Recognition Through In-Context Learning.

Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira

Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

Assessing European and Brazilian Portuguese LLMs for NER in Specialised Domains.

Rafael Oleques Nunes, Joaquim Santos, Andre Suslik Spritzer, Dennis Giovani Balreira, Carla Maria Dal Sasso Freitas, Fernanda Olival, Helena Freire Cameron, Renata Vieira

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024

An Ensemble of LLMs Finetuned with LoRA for NER in Portuguese Legal Documents.

Rafael Oleques Nunes, Letícia Maria Puttlitz, Antônio Oss Boll, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira, Anderson Rocha Tavares

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024

2018

MeSHx-Notes: web-system for clinical notes information extraction.

Henrique D. P. dos Santos, Rafael Oleques Nunes, João E. Soares, Renata Vieira

Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

MeSHx-Notes: Web-System for Clinical Notes.

Rafael Oleques Nunes, João E. Soares, Henrique D. P. dos Santos, Renata Vieira

Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018