| Turning the tables: Biased, imbalanced, dynamic tabular datasets for ml evaluation S Jesus, J Pombal, D Alves, A Cruz, P Saleiro, R Ribeiro, J Gama, ... Advances in Neural Information Processing Systems 35, 33563-33575, 2022 | 20 | 2022 |
| Scaling up cometkiwi: Unbabel-ist 2023 submission for the quality estimation shared task R Rei, NM Guerreiro, J Pombal, D van Stigt, M Treviso, L Coheur, ... arXiv preprint arXiv:2309.11925, 2023 | 7 | 2023 |
| Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions J Pombal, AF Cruz, J Bravo, P Saleiro, MAT Figueiredo, P Bizarro arXiv preprint arXiv:2207.06273, 2022 | 5 | 2022 |
| Prisoners of their own devices: How models induce data bias in performative prediction J Pombal, P Saleiro, MAT Figueiredo, P Bizarro arXiv preprint arXiv:2206.13183, 2022 | 5 | 2022 |
| Steering large language models for machine translation with finetuning and in-context learning DM Alves, NM Guerreiro, J Alves, J Pombal, R Rei, JGC de Souza, ... arXiv preprint arXiv:2310.13448, 2023 | 3 | 2023 |
| Tower: An Open Multilingual Large Language Model for Translation-Related Tasks DM Alves, J Pombal, NM Guerreiro, PH Martins, J Alves, A Farajian, ... arXiv preprint arXiv:2402.17733, 2024 | 2 | 2024 |
| Fairness-Aware data valuation for supervised learning J Pombal, P Saleiro, MAT Figueiredo, P Bizarro arXiv preprint arXiv:2303.16963, 2023 | 2 | 2023 |
| Obtaining a generated dataset with a predetermined bias for evaluating algorithmic fairness of a machine learning model SGP Jesus, DMR dos Santos Marques, JMPRC Pombal, AMF da Cruz, ... US Patent 11,734,612, 2023 | | 2023 |
| fairbench: An Open Benchmark for Fair Machine Learning on Tabular Data AF Cruz, S Jesus, D Alves, J Pombal, J Veiga, C Belém, J Bravo, ... | | |
