{"id":1270,"date":"2024-07-21T17:12:45","date_gmt":"2024-07-21T19:12:45","guid":{"rendered":"https:\/\/sites.usp.br\/keml\/?page_id=1270"},"modified":"2025-12-22T12:39:43","modified_gmt":"2025-12-22T14:39:43","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.usp.br\/keml\/en\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p><strong>2025<\/strong><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Barbosa, A; Silveira, I. C.; Mau\u00e1, D. D. <strong>An Empirical Analysis of Large Language Models for Automated Cross-Prompt Essay Trait Scoring in Brazilian Portuguese<\/strong>. Journal of the Braziliam Computer Society (online), v. 31, p. 858-871, 2025. <a href=\"https:\/\/doi.org\/10.5753\/jbcs.2025.5817\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5753\/jbcs.2025.5817<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Cozman, F. G.; Peres, S. M.; Finger, M.; Wassermann, R.; Costa, A. H. R.; Gomi, E. S.; Correia, A. J. L.; Brand\u00e3o, A. A. F.; Delgado, K. V.; Mau\u00e1, D. D.; Pardo, T. A. S.; and Marques, F. L. S. N. <strong>A big challenge: Tools to guarantee robust and controlled behavior<\/strong>, 2025. IV Semin\u00e1rio dos Grandes Desafios da Computa\u00e7\u00e3o no Brasil: Trabalhos Apresentados. 1ed.: SBC, 2024, v. , p. 10-14. <a href=\"https:\/\/doi.org\/10.5753\/sbc.16840.7.2\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5753\/sbc.16840.7.2<\/a> (<a href=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2025\/06\/sbc_challenge_2025.pdf\" target=\"_blank\" rel=\"noopener\">pdf<\/a>)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Cozman, F. G.; Marinescu, R.; Lee, J.; Gray, A.; Mau\u00e1, D. D. Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks. In the Fourteenth International Symposium on Imprecise Probabilities: Theories and Applications, 2025. v. 290. p. 93-102. (<a href=\"https:\/\/raw.githubusercontent.com\/mlresearch\/v290\/main\/assets\/cozman25a\/cozman25a.pdf\" target=\"_blank\" rel=\"noopener\">pdf<\/a>)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Esp\u00edrito Santo, F. O.; Peres, S. M.; Gon\u00e7alves, B.; Ortega, F. J. M.; Matos, V. B.; Lima, A. P.; Brand\u00e3o, A. A. F.; Cozman, F. G. <strong>The Cocoruta Hub: Open and Curated Corpora, Datasets and Language Models on Brazilian Ocean Law<\/strong>. Journal of the Braziliam Computer Society (online), v. 31, p. 808-827, 2025. <a href=\"https:\/\/doi.org\/10.5753\/jbcs.2025.5791\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5753\/jbcs.2025.5791<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Grava, R. S.; Brand\u00e3o, A. A. F.; Peres, S. M.; Cozman, F. G.\u00a0 <strong>Towards Interpretable Automated Question Answering Model Evaluation and Comparison<\/strong>. In the International Conference on Agentic and Generative Techniques in Intelligent Computational Systems (Agentics 2025), 2025, Marbella. &#8211; CCIS Series Springer, 2025. p. 1-25. (no prelo)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Grava, R. S.; Brand\u00e3o, A. A. F.; Peres, S. M.; Cozman, F. G. <strong>Evaluating Question Answering Model Robustness Against Typographical Mistakes Using Adversarial Attacks<\/strong>. In the 35th Brazilian Conference on Intelligent Systems, 2025, Fortaleza. p. 1-12. (no prelo)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Peres, S. M.; Fantinato, M.; Blay, E. A.; Maita, A. R. C.; Costa, A. N. R. and Cozman, F. G. <strong>Methodological and educational foundations for information systems in the age of generative artificial intelligence<\/strong>, 2025. To appear along with GRANDSI &#8211; Grandes Desafios de Sistemas de Informa\u00e7\u00e3o &#8211; SBC. (<a href=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2025\/06\/Desafios_SI.pdf\" target=\"_blank\" rel=\"noopener\">pdf<\/a>)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>2024<\/strong><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Esp\u00edrito Santo, F. O.; Peres, S. M.; Gramacho G. S.; Brand\u00e3o A. A. F.; Cozman, F. G. <strong>Legal Document-Based, Domain-Driven Q&amp;A System: LLMs in Perspective <\/strong>. In the International Joint Conference on Neural Networks (IJCNN 2024), Yokohama &#8211; Jap\u00e3o, 2024. p.1-9. ISBN: 978-8-3503-5931-2. <a href=\"https:\/\/doi.org\/10.1109\/IJCNN60899.2024.10650895\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1109\/IJCNN60899.2024.10650895<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Ligabue, P. M.; Brand\u00e3o, A. A. F.; Peres, S. M.; Cozman, F. G.; Pirozelli, P. <strong>Applying a Context-based Method to Build a Knowledge Graph for the Blue Amazon<\/strong>. In the Data Intelligence (MIT Press Direct 2024), 2024. v.6. p.64-103. <a href=\"https:\/\/doi.org\/10.1162\/dint_a_00223\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1162\/dint_a_00223<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pirozelli, P.; Jos\u00e9, M. M.; Silveira, I. C.; Nakasato, F.; Peres, S. M.; Brand\u00e3o, A. A. F.; Costa, A. H. R.; Cozman, F. G. <strong>Benchmarks for Pir\u00e1 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change<\/strong>. In the Data Intelligence (MIT Press Direct 2024), 2024. v.6. p.29-63. <a href=\"https:\/\/doi.org\/10.1162\/dint_a_00245\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1162\/dint_a_00245<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Silveira, I.C., Barbosa, B., Mau\u00e1, D. D. <strong>A New Benchmark for Automatic Essay Scoring in Portuguese<\/strong>. In Proceedings of the 16th International Conference on Computational Processing of Portuguese (PROPOR 2024), Santiago de Compostela &#8211; Galicia\/Spain, 2024. v.1 p. 228-237.<a href=\"https:\/\/aclanthology.org\/2024.propor-1.23\/\" target=\"_blank\" rel=\"noopener\">https:\/\/aclanthology.org\/2024.propor-1.23\/<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Silveira, I.C., Barbosa, A., da Costa, D.S.L., Mau\u00e1, D.D. <strong>Investigating Universal Adversarial Attacks Against Transformers-Based Automatic Essay Scoring Systems<\/strong>. In: Paes, A., Verri, F.A.N. (eds) Intelligent Systems. BRACIS 2024. Lecture Notes in Computer Science, vol 15413. Springer, Cham, 2024 <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-79032-4_12\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/978-3-031-79032-4_12<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>2023<\/strong><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Castro, A. B. R.; Peres, S. M.; Freitas Junior, W. L.; Pirozelli, P.; Cozman, F. G.; Brand\u00e3o, A. A. F. <strong> A strategy for interpreting and visualizing the results of matrix-trifactorization-based coclustering algorithms<\/strong>. In Proceedings of the 20th Nacional Meeting on Artificial and Computational Intelligence, (ENIAC 2023), Belo Horizonte, 2023.p. 839-853. ISSN 2763-9061. <a href=\"https:\/\/doi.org\/10.5753\/eniac.2023.234492\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5753\/eniac.2023.234492<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Cozman, F. G.; Neri, H. <strong>Pay Attention: The high-speed evolution of NLP, and where it hits a wall<\/strong>. Revista da UFMG, Belo Horizonte-MG, 2023. v. 30. p. 1. <a href=\"https:\/\/periodicos.ufmg.br\/index.php\/revistadaufmg\/article\/download\/47510\/39411\/195417\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.35699\/2965-6931.2023.47510<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Crispino, G. N.; Freire, V.; Delgado, K. V. <strong>Alpha-MCMP: Trade-Offs Between Probability and Cost in SSPs with the MCMP Criterion.<\/strong> In Proceedings of the 12th Brazilian Conference on Intelligent Systems (BRACIS 2023), Belo Horizonte, 2023. Part I. v.14195. p. 112\u2013127. doi: <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-45368-7_8\" target=\"_blank\" rel=\"noopener\">10.1007\/978-3-031-45368-7_8<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Crispino, G. N.; Freire, V.; Delgado, K. V. <strong>GUBS criterion: Arbitrary trade-offs between cost and probability-to-goal in stochastic planning based on Expected Utility Theory.<\/strong> In Artificial Intelligence (ScienceDirect), 2023. v. 316 p. 103848.<a href=\"https:\/\/doi.org\/10.1016\/j.artint.2022.103848\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1016\/j.artint.2022.103848<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Geh, R. L.; Goncalves, J. L.; Silveira, I. C.; Mau\u00e1, D. D.; Cozman, F. G. <strong>dPASP: A Comprehensive Differentiable Probabilistic Answer Set Programming Environment For Neurosymbolic Learning and Reasoning<\/strong>. In: Workshop on Knowledge and Logical Reasoning in the Era of Data-driven Learning (ICML2023), Honolulu, 2023. p. 1-11. <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2308.02944\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.48550\/arXiv.2308.02944<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Jose, M.A.; Cozman, F.G. <strong>A multilingual translator to SQL with database schema pruning to improve self-attention.<\/strong> In International Journal of Information Technology, 2023. v. 15 p. 3015\u20133023. <a href=\"https:\/\/doi.org\/10.1007\/s41870-023-01342-3\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/s41870-023-01342-3<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Matos, V. B.; Grava, R.; Tavares, R.; Jos\u00e9, M. M.; Pirozelli, P.; Brand\u00e3o, A. A. F.; Peres, S. M.; Cozman, F. G. <strong>Coordination within Conversational Agents with Multiple Sources<\/strong>. In Proceedings of the 20th Nacional Meeting on Artificial and Computational Intelligence, (ENIAC 2023), Belo Horizonte, 2023. p. 939-953. ISSN 2763-9061. <a href=\"https:\/\/doi.org\/10.5753\/eniac.2023.234533\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5753\/eniac.2023.234533<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Mau\u00e1, D. D., Cozman, F. G. <strong>Specifying credal sets with probabilistic answer set programming.<\/strong> In Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2023), 2023. PMLR.v.215 p.321-332. <a href=\"https:\/\/proceedings.mlr.press\/v215\/maua23a.html\" target=\"_blank\" rel=\"noopener\">https:\/\/proceedings.mlr.press\/v215\/maua23a.html<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Moreno, F. M., Tannuri, E. A., Cozman, F. G. <strong>Automatic Clustering of Metocean Conditions on the Brazilian Coast.<\/strong> In Journal of Offshore Mechanics and Arctic Engineering (ASME 2023), 2023. v. 146. doi: <a href=\"https:\/\/doi.org\/10.1115\/1.4056618\" target=\"_blank\" rel=\"noopener\">10.1115\/1.4056618<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pellicer, L. F. A.; Costa, A. H. R. <strong>Improving Zero-Shot Inference with Unsupervised key-Sentences Extration.<\/strong> In Proceedings IEEE 17th International Conference on Semantic Computing (ICSC 2023), Laguna Hills, CA, USA, 2023. p. 107-113. doi: <a href=\"https:\/\/doi.org\/10.1109\/ICSC56153.2023.00024\" target=\"_blank\" rel=\"noopener\">10.1109\/ICSC56153.2023.00024<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pellicer, L. F. A.; Ferreira, T. M.; Costa, A. H. R. <strong>Data augmentation techniques in natural language processing.<\/strong> In Applied Soft Computing (ScienceDirect), 2023. V. 132 p. 109803. <a href=\"https:\/\/doi.org\/10.1016\/j.asoc.2022.109803\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1016\/j.asoc.2022.109803<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pirozelli, P.; Jos\u00e9, M. M.; Parenti Filho, T. P.; Brand\u00e3o, A. A. F.; Cozman, F. G. <strong>Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models<\/strong>. arXiv preprint arXiv:2312.11720, 2023. <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2312.11720\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.48550\/arXiv.2312.11720<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Rocha, V. H. N., Silveira, I. C., Pirozelli, P., Mau\u00e1, D. D., Cozman, F. G. <strong>Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks.<\/strong> In Proceedings of the 22nd EPIA Conference on Artificial Intelligence &#8211; Progress in Artificial Intelligence (EPIA 2023), Faial Island, Azores, 2023. v. 14115. p. 428\u2013440. doi: <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-49008-8_34\" target=\"_blank\" rel=\"noopener\">10.1007\/978-3-031-49008-8_34<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Silva, J. V.; Peres, S. M.; Cordeiro, D. A.; Freire, V. <strong>Allocating Dynamic and Finite Resources to a Set of Known Tasks.<\/strong> In Proceedings of 12th Brazilian Conference on Intelligent Systems (BRACIS 2023), Belo Horizonte, 2023. v.14195 p. 193\u2013208. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-45368-7_13\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/978-3-031-45368-7_13<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Uematsu, A. A. M. G.; Brand\u00e3o, A. A. F. <strong>eMailMe: A Method to Build Datasets of Corporate Emails in Portuguese.<\/strong> In the Methods for Data Labelling for Intelligent Systems (MDPI 2023), 2023. V.8 P.127. doi: <a href=\"https:\/\/doi.org\/10.3390\/data8080127\" target=\"_blank\" rel=\"noopener\">10.3390\/data8080127<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>2022<\/strong><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Alcoforado, A. <strong>ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling.<\/strong> In Proceedings of the Computational Processing of the Portuguese Language (PROPOR 2022),Fortaleza, Brazil, 2022. v.13208. p.125\u2013136. <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-98305-5_12\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/978-3-030-98305-5_12<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Camara, I. C. E. S. ; Pirozelli, P. <strong>Natural Language at a Crossroads: Formal and Probabilistic Approaches in Philosophy and Computer Science.<\/strong> Manuscrito, 2022. v.45 p.50-81. <a href=\"https:\/\/doi.org\/10.1590\/0100-6045.2022.V45N2.PI\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1590\/0100-6045.2022.V45N2.PI<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Jos\u00e9, M. M.; Jos\u00e9, M.A.; Mau\u00e1, D.D.; Cozman, F.G. <strong>Integrating Question Answering and Text-to-SQL in Portuguese.<\/strong> In Proceedings of the 15th International Conference Computational Processing of the Portuguese Language (PROPOR 2022), Fortaleza, 2022. v.13208. p.278\u2013287. <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-98305-5_26\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/978-3-030-98305-5_26<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Ligabue, P. M.; Brand\u00e3o, A. A. F.; Peres, S. M.; Cozman, F. G.; Pirozelli, P. <strong>BlabKG: a Knowledge Graph for the Blue Amazon.<\/strong> In Proceedings of 13th IEEE International Conference on Knowledge Graph (ICKG 2022), Orlando, FL, USA, Virtual Event, 2022. p. 164-171. <a href=\"https:\/\/doi.org\/10.1109\/ICKG55886.2022.00028\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1109\/ICKG55886.2022.00028<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pellicer, L. F. A. O., Pirozelli, P., Costa, A. H. R., Inoue, A. <strong>PTT5-Paraphraser: Diversity and Meaning Fidelity in Automatic Portuguese Paraphrasing.<\/strong> In Proceedings of the Computational Processing of the Portuguese Language (PROPOR 2022),Fortaleza, Brazil, 2022. v.13208. p.299\u2013309. <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-98305-5_28\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/978-3-030-98305-5_28<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pirozelli, P.; Brand\u00e3o, A. A. F.; Peres, S. M.; Cozman, F. G. <strong>To Answer or Not to Answer? Filtering Questions for QA Systems.<\/strong> In Proceedings of 11th Brazilian Conference on Intelligent Systems (BRACIS 2022), Campinas, 2022. v. II. p. 464-478. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-21689-3_33\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/978-3-031-21689-3_33<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pirozelli, P.; Castro, A. B. R.; Oliveira, A. L. C.; Oliveira, A. S.; Ca\u00e7\u00e3o, F. N.; Silveira, I. C.; Campos, J. G. M.; Motheo, L. C.; Figueiredo, L. F.; Pellicer, L. F. A. O.; Jos\u00e9, M. A.; Jos\u00e9, M. M.; Ligabue, P. M.; Grava, R. S.; Tavares, R. M.; Matos, V. B.; Sym, Y. V.; Costa, A. H. R.; Brand\u00e3o, A. A. F.; Mau\u00e1, D. D.; Cozman, F. G.; Peres, S. M. <strong>The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory.<\/strong> Proceedings of the Workshop: AI Modeling Oceans and Climate Change (AIMOCC 2022), Vienna, 2022, p. 1-11. <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2209.07928\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.48550\/arXiv.2209.07928<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Pirozelli, P.; Jos\u00e9, M. M.; Silveira, I.; Nakasato, F.; Peres, S. M.; Brand\u00e3o, A. A. F.; Costa, A. H. R.; Cozman, F. G. <strong>Benchmarks for Pira 2.0, a Reading Comprehension Dataset on the ocean, the Brazilian coast, and climate change.<\/strong> Language Resources and Evaluation. PREPRINT (Version 1) available at Research Square, 2022.<a href=\"https:\/\/doi.org\/10.21203\/rs.3.rs-2046889\/v1\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.21203\/rs.3.rs-2046889\/v1<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Sym, Y. V.; Campos, J. G. M.; Cozman, F. G. <strong>Blab Reporter: Automated Journalism Covering The Blue Amazon.<\/strong> In Proceedings of the 15th International Conference on Natural Language Generation: System Demonstrations (ACL 2022), Waterville, Maine, USA, Meeting online, 2022. p.1\u20133. <a href=\"https:\/\/aclanthology.org\/2022.inlg-demos.1 \" target=\"_blank\" rel=\"noopener\">URL: https:\/\/aclanthology.org\/2022.inlg-demos.1<br \/>\n<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>2021<\/strong><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Bisinotto, G. A.; Cotrim, L. P.; Cozman, F. G.; Tannuri, E. 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G. <strong>mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer.<\/strong> In Proceedings of the 10th Brazilian Conference on Intelligent Systems (BRACIS 2021), Virtual Event, 2021, v.13074. p. 511\u2013525. <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-91699-2_35\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1007\/978-3-030-91699-2_35<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Moreno, F. M.; Tannuri, E. A.; Cozman, F. G. <strong>Automatic Clustering of Metocean Conditions in the Brazilian Coast.<\/strong> Encontro Nacional de Inteligencia Artificial (ENIAC), submitted, 2021. <a href=\"https:\/\/doi.org\/10.1115\/1.4056618\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1115\/1.4056618<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Paschoal, A. F. A.; Pirozelli, P.; Freire, V.; Delgado, K. V.; Peres, S. M.; Jos\u00e9, M. M.; Nakasato, F.; Oliveira, A. S.; Brand\u00e3o, A. A. F.; Costa, A. H. R.; Cozman, F. G. <strong>Pir\u00e1: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean.<\/strong> In Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management (CIKM&#8217;21), Queensland Australia, 2021. p. 4544\u20134553. <a href=\"https:\/\/doi.org\/10.1145\/3459637.3482012\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1145\/3459637.3482012<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Spindola, S.; Jos\u00e9, M. M.; Oliveira, A. S.; Ca\u00e7\u00e3o, F. N.; Cozman, F. G. <strong>Interpretability of Attention Mechanisms in a Portuguese-Based Question Answering System about the Blue Amazon.<\/strong> In Proceedings of 18th Encontro Nacional de Intelig\u00eancia Artificial (ENIAC), Evento Online, Porto Alegre: Sociedade Brasileira de Computa\u00e7\u00e3o, 2021. p. 775-786. <a href=\"https:\/\/doi.org\/10.5753\/eniac.2021.18302\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.5753\/eniac.2021.18302<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6 style=\"text-align: right;\"><\/h6>\n","protected":false},"excerpt":{"rendered":"<p>2025 Barbosa, A; Silveira, I. C.; Mau\u00e1, D. D. An Empirical Analysis of Large Language Models for Automated Cross-Prompt Essay Trait Scoring in Brazilian Portuguese. Journal of the Braziliam Computer Society (online), v. 31, p. 858-871, 2025. https:\/\/doi.org\/10.5753\/jbcs.2025.5817 Cozman, F. G.; Peres, S. M.; Finger, M.; Wassermann, R.; Costa, A. H. R.; Gomi, E. S.;<a href=\"https:\/\/sites.usp.br\/keml\/en\/publications\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":24022,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1270","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/1270","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/users\/24022"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/comments?post=1270"}],"version-history":[{"count":5,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/1270\/revisions"}],"predecessor-version":[{"id":2571,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/1270\/revisions\/2571"}],"wp:attachment":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/media?parent=1270"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}