| 2026 | ACL | When High Accuracy Hides Poor Calibration: Rethinking Confidence Evaluation in Transformer-Based Text Classification with Balanced Brier Score. | Guilherme Fonseca, Gabriel Prenassi, Washington Cunha, Leonardo Chaves Dutra da Rocha, Marcos Andr Gonalves |
| 2026 | ECIR | QuantumCLEF 2026 The Third Edition of the Quantum Computing Lab at CLEF. | Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos Andr Gonalves, Nicola Ferro |
| 2025 | ACL | Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification. | Guilherme Fonseca, Washington Cunha, Gabriel Prenassi, Marcos Andr Gonalves, Leonardo Chaves Dutra da Rocha |
| 2025 | ECIR | QuantumCLEF 2025 - The Second Edition of the Quantum Computing Lab at CLEF. | Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos Andr Gonalves, Nicola Ferro |
| 2025 | SIGIR | Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline. | Celso Frana, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos Andr Gonalves |
| 2024 | ICTIR | A Quantum Annealing Instance Selection Approach for Efficient and Effective Transformer Fine-Tuning. | Andrea Pasin, Washington Cunha, Marcos Andr Gonalves, Nicola Ferro |
| 2023 | SIGIR | An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification. | Washington Cunha, Celso Frana, Guilherme Fonseca, Leonardo Rocha, Marcos Andr Gonalves |
| 2020 | ACL | CluHTM - Semantic Hierarchical Topic Modeling based on CluWords. | Felipe Viegas, Washington Cunha, Christian Gomes, Antnio Pereira De Souza Jnior, Leonardo Rocha, Marcos Andr Gonalves |
| 2020 | CIKM | "Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. | Luiz Felipe Mendes, Marcos Andr Gonalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins |