| 2026 | AAAI | Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks. | Claudio S. Pinhanez, Paulo R. Cavalin, Cassia Sampaio Sanctos, Marcelo Carpinette Grave |
| 2025 | AAAI | Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation. | Paulo R. Cavalin, Pedro Henrique Domingues, Claudio S. Pinhanez |
| 2024 | COLING | Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios. | Paulo R. Cavalin, Claudio Santos Pinhanez |
| 2024 | NAACL | Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples. | Paulo R. Cavalin, Pedro Henrique Domingues, Claudio S. Pinhanez, Julio Nogima |
| 2023 | IJCAI | Balancing Social Impact, Opportunities, and Ethical Constraints of Using AI in the Documentation and Vitalization of Indigenous Languages. | Claudio S. Pinhanez, Paulo R. Cavalin, Marisa Vasconcelos, Julio Nogima |
| 2021 | IJCNN | A Dynamic Multi-criteria Multi-engine Approach for Text Simplification. | Victor Henrique Alves Ribeiro, Paulo R. Cavalin, Edmilson da Silva Morais |
| 2020 | EMNLP | Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes. | Paulo R. Cavalin, Victor Henrique Alves Ribeiro, Ana Paula Appel, Claudio S. Pinhanez |
| 2020 | EMNLP | From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer. | Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez, Victor Henrique Alves Ribeiro |
| 2020 | IJCNN | Creating Corpora for Seq2Seq Tone Rephrasing Using Social Media Posts. | Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez |
| 2019 | CHI | The Effect of Audiences on the User Experience with Conversational Interfaces in Physical Spaces. | Heloisa Candello, Claudio S. Pinhanez, Mauro Pichiliani, Paulo R. Cavalin, Flavio Figueiredo, Marisa Vasconcelos, Haylla Do Carmo |
| 2018 | AAAI | Specifying and Implementing Multi-Party Conversation Rules with Finite-State-Automata. | Mara Gatti de Bayser, Melina Alberio Guerra, Paulo R. Cavalin, Claudio S. Pinhanez |
| 2018 | CIARP | Confusion Matrix-Based Building of Hierarchical Classification. | Paulo R. Cavalin, Luiz S. Oliveira |
| 2018 | VLDB | Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. | Renan Souza, Liliane Neves, Leonardo Azevedo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso |
| 2017 | SMC | Deep features for breast cancer histopathological image classification. | Fabio A. Spanhol, Luiz S. Oliveira, Paulo R. Cavalin, Caroline Petitjean, Laurent Heutte |