Publications

Igor Cataneo Silveira, Denis D. Mauá (2026). Neuro-symbolic Approaches for Rubric-Based Automatic Essay Evaluation of ENEM Essays. Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1.
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Laís Nuto Rossman, Igor Cataneo Silveira, Denis D. Mauá (2026). Evaluating Automated Scoring Models on Official ENEM Essays. Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1.
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Naomi James Sutcliffe De Moraes, Denis D. Mauá (2026). Automated Reformulation of Argumentative Essays to Improve Argument Organization and Development. Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1.
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André Barbosa, Denis D. Mauá (2026). Automated Essay Scoring for Brazilian Portuguese - Evidence from Cross-Prompt Evaluation of ENEM Essays. Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 2.
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Eduardo Rocha Laurentino, Fabio Gagliardi Cozman, Denis D. Mauá, Daniel Angelo Esteves Lawand, Davi Goncalves Bezerra Coelho, Lucas Martins Marques (2026). Probabilities of Causation and Root Cause Analysis with Quasi-Markovian Models. Proc. 35th Brazilian Conference on Intelligent Systems (BRACIS 2025).
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André Barbosa, Igor Cataneo Silveira, Denis D. Mauá (2025). An Empirical Analysis of Large Language Models for Automated Cross-Prompt Essay Trait Scoring in Brazilian Portuguese. Journal of the Brazilian Computer Society.
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Fabio G. Cozman, Radu Marinescu, Junkyu Lee, Alexander Gray, Denis D. Mauá (2025). Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks. Proceedings of the Fourteenth International Symposium on Imprecise Probabilities: Theories and Applications.
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Igor Cataneo Silveira, André Barbosa, Daniel Silva Lopes Da Costa, Denis D. Mauá (2025). Investigating Universal Adversarial Attacks Against Transformers-Based Automatic Essay Scoring Systems. Intelligent Systems.
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Fabio G. Cozman, Sarajane M. Peres, Marcelo Finger, Renata Wassermann, Anna H. Reali Costa, Edson S. Gomi, Artur J. L. Correia, Anarosa A. F. Brandão, Karina v. Delgado, Denis D. Mauá, Thiago A. S. Pardo, Fátima L. S. N. Marques (2024). A Big Challenge: Tools to Guarantee Robust and Controlled Behavior of Large Language Models. IV Seminário dos Grandes Desafios da Computação no Brasil: Trabalhos Apresentados.
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Renato Lui Geh, Jonas Gonçalves, Igor C. Silveira, Denis D. Mauá, Fabio G. Cozman (2024). dPASP: A Probabilistic Logic Programming Environment For Neurosymbolic Learning and Reasoning. Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning.
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