CAGE: An Evaluation Framework for Cache-Augmented Generation Models
Lucas Mariano do Carmo, Wladmir Cardoso Brandão, Henrique Cota de Freitas
25º Workshop em Desempenho de Sistemas Computacionais e de Comunicação · 2026
Neural Representations
Text embeddings for predictive analysis
Investigation of neural text representations and their use in prediction problems.
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What we investigate
Analysis of how text granularity, learning paradigms and architectures affect embeddings and prediction tasks. An earlier edition of the project ran in 2022–2023.
Collaborative research
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Evaluating LLM-Based Resume Information Extraction
Arthur Rodrigues Soares de Quadros, Wesley Nogueira Galvão, Victória Emanuela Alves Oliveira, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
SN Computer Science · 2026
Evaluating LLM-Based Resume Information Extraction: A Comparative Study of Zero-Shot and One-Shot Learning Approaches in Portuguese-Specific and Multi-Language LLMs
Arthur Rodrigues Soares de Quadros, Wesley Nogueira Galvão, Victória Emanuela Alves Oliveira, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
21st International Conference on Web Information Systems and Technologies · 2025