Publications
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- Authors: Yingji Zhang, Danilo Carvalho, Andre Freitas
- In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics: ACL 2024
- Year: 2024
- Subject: Explainable and safe AI, Invertible Neural Networks, Natural Language Processing
- DOI: 10.18653/v1/2024.acl-long.116
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- Authors: Oskar Wysocki, Magdalena Wysocka, Danilo Carvalho, Alex Bogatu, Danilo Miranda, Maxime Delmas, Harriet Unsworth, Andre Freitas
- In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics: ACL 2024 (Volume 3: System Demonstrations)
- Year: 2024
- Subject: Natural Language Inference, Biomedical Discovery
- DOI: 10.18653/v1/2024.acl-demos.34
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- Authors: Yingji Zhang, Marco Valentino, Danilo Carvalho, Ian Pratt-Hartmann, Andre Freitas
- In: Findings of the Association for Computational Linguistics: NAACL 2024
- Year: 2024
- Subject: Explainable and safe AI, Deep Neural models, Natural Language Processing
- DOI: 10.18653/v1/2024.findings-naacl.32
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- Authors: Danilo Carvalho, Yingji Zhang, Andre Freitas
- In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024): Tutorial Summaries
- Year: 2024
- Subject: Explainable and safe AI, Text Embeddings, Language Model Probing, Natural Language Processing
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- Authors: Yingji Zhang, Danilo Carvalho, Marco Valentino, Ian Pratt-Hartmann, Andre Freitas
- In: Findings of the Association for Computational Linguistics: EACL 2024
- Year: 2024
- Subject: Explainable and safe AI, Deep Neural models, Natural Language Processing
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- Authors: Marco Valentino, Danilo Carvalho, André Freitas
- In: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: EACL 2024
- Year: 2024
- Subject: Explainable AI, Deep Neural models, Natural Language Processing
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- Authors: Danilo S. Carvalho
- In: Coluna Conexão Ciência e Saúde - Revista Ciência Hoje
- Year: 2023
- Subject: Explainable and safe AI, Popular science
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- Authors: Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, Andre Freitas
- In: (preprint)
- Year: 2023
- Subject: Explainable and safe AI, Abstract Meaning Representation, Natural Language Inference
- DOI: 10.48550/arXiv.2308.03581
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- Authors: Danilo S. Carvalho, Lucas L. Felipe, Priscila C. Albuquerque, Fabio Zicker, Bruna P. Fonseca
- In: Scientometrics
- Year: 2023
- Subject: COVID-19, Research Leadership, Bibliometrics
- DOI: 10.1007/s11192-023-04754-x
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- Authors: Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang, Andre Freitas
- In: Findings of the European chapter of Association for Computational Linguistics (Findings of EACL)
- Year: 2023
- Subject: Explainable and safe AI, Deep Neural models, Natural Language Processing
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- Authors: Mauricio Jacobo-Romero, Danilo S. Carvalho, Andre Freitas
- In: (preprint)
- Year: 2023
- Subject: Computational Engineering, AI Automation, Productivity, Signal Processing, Process Mining
- DOI: 10.48550/arXiv.2302.04785
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- Authors: Danilo S. Carvalho, Edoardo Manino, Julia Rozanova, Lucas Cordeiro, André Freitas
- In: (preprint)
- Year: 2022
- Subject: Explainable and safe AI, Metamorphic Testing, Deep Neural models, Natural Language Processing
- DOI: 10.48550/arXiv.2212.04310
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- Authors: Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
- In: (preprint)
- Year: 2022
- Subject: Explainable and safe AI, Deep Neural models, Natural Language Processing
- DOI: 10.48550/arXiv.2210.06230
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- Authors: Mauricio Jacobo-Romero, Danilo S. Carvalho, Andre Freitas
- In: (preprint)
- Year: 2022
- Subject: AI Automation, Productivity, Signal Processing, Process Mining
- DOI: 10.48550/arXiv.2210.01252
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- Authors: Edoardo Manino, Julia Rozanova, Danilo Carvalho, Andre Freitas, Lucas Cordeiro
- In: Findings of the Association for Computational Linguistics: ACL 2022
- Year: 2022
- Subject: Explainable and safe AI, Metamorphic Testing, Deep Neural models, Natural Language Processing
- DOI: 10.18653/v1/2022.findings-acl.185
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- Authors: Edoardo Manino, Danilo Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa A. Mustafa, Andre Freitas, Gavin Brown, Mikel Luján, Xiaowei Huang, Lucas Cordeiro
- In: AAAI's Workshops on Artificial Intelligence Safety (SafeAI)
- Year: 2022
- Subject: Explainable and safe AI
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- Authors: Eric Ferreira dos Santos, Danilo Silva de Carvalho, Jonice Oliveira
- In: Proc. of the Brazilian Symposium on Multimedia and the Web
- Year: 2021
- Subject: Bot Detection, Social Network Analysis, Natural Language Processing
- DOI: 10.1145/3470482.3479452
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- Authors: Danilo S. Carvalho, Lydia Bares, Kelyane Silva
- In: Journal of Data and Information Science
- Year: 2020
- Subject: Patent statistics
- DOI: 10.2478/jdis-2020-0025
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- Authors: Eric F. dos Santos, Danilo S. Carvalho, Lívia Ruback, Jonice Oliveira
- In: Companion Proceedings of The 2019 World Wide Web Conference
- Year: 2019
- Subject: Bot Detection, Social Network Analysis, Natural Language Processing
- DOI: 10.1145/3308560.3317599
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- Authors: Danilo S. Carvalho, Minh-Le Nguyen
- In: Proc. of the 9th International Conference on Knowledge and Systems Engineering (KSE) 2017
- Year: 2017
- Subject: Term Definition Vector, Vectorial Representation, Natural Language Processing
- DOI: 10.1109/KSE.2017.8119465
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- Authors: Danilo S. Carvalho, Minh-Le Nguyen, Hiroyuki Iida
- In: Proc. of Advances in Computer Games (ACG) 2017
- Year: 2017
- Subject: Statistical Analysis, Checkers, Computer Games
- DOI: https://doi.org/10.1007/978-3-319-71649-7_18
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- Authors: Danilo S. Carvalho, Vu Tran, Khanh Van Tran, Minh-Le Nguyen
- In: Proc. of the 4th Competition on Legal Information Extraction and Entailment (COLIEE) 2017
- Year: 2017
- Subject: Legal Text Analysis, Language Modeling, Term Order Probabilities, Natural Language Processing
- DOI: 10.29007/2xzw
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- Authors: Danilo S. Carvalho, Minh-Le Nguyen
- In: Proc. of the 25th European Symposium on Artificial Neural Networks (ESANN) 2017
- Year: 2017
- Subject: Document Segmentation, Term Order Probabilities, Artificial Neural Networks, Machine Learning, Natural Language Processing
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- Authors: Danilo S. Carvalho, Minh-Le Nguyen
- In: Proc. of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL) 2017
- Year: 2017
- Subject: Definitional Semantics, Term Definition Vector, Vectorial Representation, Natural Language Processing
- DOI: https://doi.org/10.18653/v1/e17-1085
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- Authors: Danilo S. Carvalho, Vu Duc Tran, Khanh Van Tran, Minh-Le Nguyen
- In: Proc. of the 10th International Workshop on Juris-informatics (JURISIN) 2016
- Year: 2016
- Subject: Legal Text Analysis, Language Modeling, Natural Language Processing
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- Authors: Douglas O. Cardoso, Danilo S. Carvalho, Daniel S.F. Alves, Diego F.P. Souza, Hugo C.C. Carneiro, Carlos E. Pedreira, Priscila M.V. Lima, Felipe M.G. França
- In: Neurocomputing
- Year: 2016
- Subject: Credit Analysis, Temporal Clustering, Weightless Neural Networks, Machine Learning
- DOI: 10.1016/j.neucom.2015.06.105
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- Authors: Danilo S. Carvalho, Minh-Tien Nguyen, Tran Xuan Chien, Minh-Le Nguyen
- In: New Frontiers in Artificial Intelligence (Lecture Notes in Artificial Intelligence)
- Year: 2016
- Subject: Legal Text Analysis, Language Modeling, Natural Language Processing
- DOI: 10.1007/978-3-319-50953-2
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- Authors: Danilo S. Carvalho, Çaǧatay Çalli, André Freitas, Edward Curry
- In: Proc. of the 13th International Semantic Web Conference (ISWC), Posters & Demonstrations Track, Volume 1272
- Year: 2014
- Subject: Explicit Semantic Analysis, Vectorial Representation, Natural Language Processing
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- Authors: Danilo S. Carvalho, Felipe M. G. França, Priscila M. V. Lima
- In: Proc. of the 2014 Brazilian Conference on Intelligent Systems, BRACIS 2014
- Year: 2014
- Subject: Semantic Relation Extraction, Patents, Weightless Neural Networks, Natural Language Processing
- DOI: 10.1109/BRACIS.2014.17
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- Authors: Douglas de O. Cardoso, Danilo S. Carvalho, Daniel S. F. Alves, Diego F. P. de Souza, Hugo C. C. Carneiro, Carlos E. Pedreira, Priscila M. V. Lima, Felipe M. G. França
- In: Proc. of the 22th European Symposium on Artificial Neural Networks, ESANN 2014
- Year: 2014
- Subject: Credit Analysis, Temporal Clustering, Weightless Neural Networks, Machine Learning
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- Authors: Paulo Coutinho, Hugo C. C. Carneiro, Danilo S. Carvalho, Felipe M. G. França
- In: Proc. of the 22th European Symposium on Artificial Neural Networks, ESANN 2014
- Year: 2014
- Subject: WiSARD, Weightless Neural Networks, Machine Learning
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- Authors: Rafael L. Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Félix Mora-Camino, Felipe M. G. França
- In: Proc. of the 22th European Symposium on Artificial Neural Networks, ESANN 2014
- Year: 2014
- Subject: Video Object Tracking, WiSARD, Weightless Neural Networks, Machine Learning
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- Authors: André Freitas, Rafael Vieira, Edward Curry and Danilo S. Carvalho, João Carlos Pereira da Silva
- In: Proc. of the 19th International Conference on Natural Language Processing and Information Systems (NLDB) 2014
- Year: 2014
- Subject: Linked Data, Natural Language Processing
- DOI: 10.1007/978-3-319-07983-7_6
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- Authors: Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
- In: Proc. of the 21st European Symposium on Artificial Neural Networks, ESANN 2013
- Year: 2013
- Subject: WiSARD, Weightless Neural Networks, Overtraining Avoidance, Machine Learning
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- Authors: Danilo S. Carvalho, André Freitas, João C.P. da Silva
- In: Proc. of Extended Semantic Web Conference
- Year: 2013
- Subject: Semantic Relation Extraction, Linked Data, Natural Language Processing
- DOI: 10.1007/978-3-642-41242-4_31
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- Authors: André Freitas, Seán O’Riain, Edward Curry, João C.P. da Silva, Danilo S. Carvalho
- In: Proc. of Database and Expert Systems Applications (DEXA), 2013 24th International Workshop
- Year: 2013
- Subject: Semantic Relation Extraction, Linked Data, Natural Language Processing
- DOI: 10.1109/DEXA.2013.21
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- Authors: André Freitas, Danilo S. Carvalho, João C.P. da Silva, Seán O’Riain, Edward Curry
- In: Proc. of the 1st Workshop on the Web of Linked Entities,(ISWC)
- Year: 2012
- Subject: Semantic Relation Extraction, Linked Data, Natural Language Processing