| 2025 | FlAIRS | Next Sentence Prediction with BERT as a Dynamic Chunking Mechanism for Retrieval-Augmented Generation Systems. | Alexandre Thurow Bender, Gabriel Almeida Gomes, Ulisses Brisolara Corra, Ricardo Matsumura de Arajo |
| 2025 | FlAIRS | A Review of Recent Advances on Automatic Question Generation for the Portuguese Language. | Allan Duarte Ehlert, Jlia da Rocha Junqueira, Larissa Astrogildo de Freitas, Ulisses Brisolara Corra |
| 2025 | FlAIRS | Generative Models for Multiple-Choice Question Answering in Portuguese: A Monolingual and Multilingual Experimental Study. | Guilherme Lima, merson Lopes, Henry Pereira, Marilia A. Silveira, Larissa A. de Freitas, Ulisses Brisolara Corra |
| 2025 | IJCNN | CoMPO-GPT: Cross-Attention Conditioning for Multi-target Molecular Design in Generative Models. | Arthur Cerveira, Frederico Kremer, Gabriel Almeida Gomes, Ulisses Brisolara Corra |
| 2024 | CEC | Evaluation Framework for AI -driven Molecular Design of Multi-target Drugs: Brain Diseases as a Case Study. | Arthur Cerveira, Frederico Kremer, Darling Loureno, Ulisses Brisolara Corra |
| 2024 | FlAIRS | Evaluating Graph Attention Networks as an Alternative to Transformers for ABSA Task in Low-Resource Languages. | Gabriel Almeida Gomes, Alexandre Thurow Bender, Arthur Cerveira, Larissa A. de Freitas, Ulisses Brisolara Corra |
| 2024 | FlAIRS | Transformer Models for Brazilian Portuguese Question Generation: An Experimental Study. | Jlia da Rocha Junqueira, Ulisses Brisolara Corra, Larissa A. de Freitas |
| 2024 | FlAIRS | The Impact of Data Augmentation on the Hate Speech Detection in Portuguese Language. | Flix Leonel V. da Silva, Artur Cerri, Ulisses Brisolara Corra, Larissa A. de Freitas |
| 2024 | IJCNN | Sabi in Action: An Investigation of its Abilities in Aspect-Based Sentiment Analysis, Hate Speech Detection, Irony Detection, and Question-Answering. | Jlia da Rocha Junqueira, merson Lopes, Claudio Luis Da S. M., Flix Leonel V. da Silva, Eduarda Abreu Carvalho, Larissa A. de Freitas, Ulisses Brisolara Corra |
| 2023 | FlAIRS | GABSA-PT: Graph Neural Networks for Aspect-level Sentiment Analysis in Portuguese Language. | Gabriel Almeida Gomes, Ulisses Brisolara Corra, Larissa A. de Freitas |
| 2023 | FlAIRS | BERTimbau in Action: An Investigation of its Abilities in Sentiment Analysis, Aspect Extraction, Hate Speech Detection, and Irony Detection. | Jlia da Rocha Junqueira, Flix Leonel V. da Silva, Wesley Costa, Rodrigo Carvalho, Alexandre Bender, Ulisses Brisolara Corra, Larissa A. de Freitas |
| 2022 | FlAIRS | Exploring BERT for Aspect-based Sentiment Analysis in Portuguese Language. | merson Lopes, Larissa A. de Freitas, Gabriel Almeida Gomes, Gernimo Lemos, Luiz Otvio Alves Hammes, Ulisses Brisolara Corra |
| 2021 | FlAIRS | Exploring BERT for Aspect Extraction in Portuguese Language. | merson Lopes, Ulisses Brisolara Corra, Larissa A. de Freitas |
| 2019 | IJCNN | SpreadOut: A Kernel Weight Initializer for Convolutional Neural Networks. | Matheus I. Hertzog, Ulisses Brisolara Corra, Ricardo M. Arajo |
| 2018 | IJCNN | Lateral Representation Learning in Convolutional Neural Networks. | Pedro L. Ballester, Ulisses Brisolara Corra, Ricardo Matsumura de Arajo |