Matheus Yasuo Ribeiro Utino

According to our database, Matheus Yasuo Ribeiro Utino authored at least 7 papers in 2025.

Collaborative distances:

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

2025

The Topics of Depression on Social Networking Sites.

Paulo Mann, Matheus Yasuo Ribeiro Utino, Elton H. Matsushima, Aline Paes

J. Braz. Comput. Soc., 2025

From Zero-shot to Self-generated References: Leveraging LLMs for Scoring ENEM Essays.

Matheus Yasuo Ribeiro Utino, Paulo Mann

Proceedings of the 16th Brazilian Symposium in Information and Human Language Technology, 2025

Efficient Filtering with BERT Embeddings for Researcher-Topic Affinity Prediction in HPC Pipelines.

Matheus Yasuo Ribeiro Utino, Marcos Paulo Silva Gôlo

Proceedings of the 37th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing, 2025

Reducing Costs in Large-Scale Classification: A Hybrid BERT-LLM Strategy.

Augusto Cesar Dalal Miranda, Matheus Yasuo Ribeiro Utino, Marcos Paulo Silva Gôlo, Marcela Aparecida Aniceto Dos Santos, Mariana Caravanti de Souza

Proceedings of the 37th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing, 2025

One-Class Lightweight Interpretable Filtering For Academic Profiles and Strategic Themes Affinity.

Marcos Paulo Silva Gôlo, Matheus Yasuo Ribeiro Utino

Proceedings of the 37th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing, 2025

Scalable Reputation Management: A Multi-Task Prompting Approach Using Fine-Tuned PLMs for Sentiment and Topic Classification.

Paulo R. S. da Costa Jr., Matheus Yasuo Ribeiro Utino, João Silva-Leite, Lyncoln S. de Oliveira, Rodrigo Salvador Monteiro, Rodrigo A. C. Dias, Daniel de Oliveira, Paulo Mann, Marcos Bedo

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

Synthetic Data for Mental Health: A Comparative Analysis of LLMs, BERT, and Copy-Based Augmentation.

Matheus Yasuo Ribeiro Utino, Elton H. Matsushima, Aline Paes, Paulo Mann

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025