| 2025 | IC3K | Explaining the Judges' Decisions Criteria. | Aerty Santos, Gabriel Silveira de Queirs Campos, Cristine Griffo, Eliana Zandonade, Elias de Oliveira |
| 2024 | CSEDU | Creating an Academic Prometheus in Brazil: Weaving Check50, Autolab and MOSS into a Unified Autograder. | Kevin Monteiro do Nascimento Ponciano, Abrantes Arajo Silva Filho, Jean-Rmi Bourguet, Elias de Oliveira |
| 2021 | CLEI | Writing Proficiency Assessment: Regression Analysis of Item Response Theory supported by Machine Learning Techniques. | W. P. Silva, Elias de Oliveira, Mariana Curi, Jean-Rmi Bourguet |
| 2020 | CLEI | Using $\text{CRF}+\text{LG}$ for automated classification of named entities in newspaper texts. | Jaimel de Oliveira Lima, Cristiano da Silveira Colombo, Flvio Izo, Juliana Pinheiro Campos Pirovani, Elias de Oliveira |
| 2020 | CSEDU | Towards a Tailored Hybrid Recommendation-based System for Computerized Adaptive Testing through Clustering and IRT. | Wesley Silva, Marcos Spalenza, Jean-Rmi Bourguet, Elias de Oliveira |
| 2020 | CSEDU | Lukewarm Starts for Computerized Adaptive Testing Based on Clustering and IRT. | Wesley Silva, Marcos Spalenza, Jean-Rmi Bourguet, Elias de Oliveira |
| 2020 | ISDA | rAVA: A Robot for Virtual Support of Learning. | Elias de Oliveira, Marcos Spalenza, Juliana P. C. Pirovani |
| 2020 | ISDA | Using NER + ML to Automatically Detect Fake News. | Marcos A. Spalenza, Elias de Oliveira, Leopoldo Lusquino Filho, Priscila M. V. Lima, Felipe M. G. Frana |
| 2019 | ISDA | Structures Discovering for Optimizing External Clustering Validation Metrics. | Marcos A. Spalenza, Juliana P. C. Pirovani, Elias de Oliveira |
| 2018 | IJCNN | Analysing rotation-invariance of a log-polar transformation in convolutional neural networks. | Marta Amorim, Frederico Damasceno Bortoloti, Patrick Marques Ciarelli, Elias de Oliveira, Alberto Ferreira de Souza |
| 2018 | LREC | Portuguese Named Entity Recognition using Conditional Random Fields and Local Grammars. | Juliana P. C. Pirovani, Elias de Oliveira |
| 2017 | ISDA | CRF+LG: A Hybrid Approach for the Portuguese Named Entity Recognition. | Juliana P. C. Pirovani, Elias de Oliveira |