| Tower: An open multilingual large language model for translation-related tasks DM Alves*, J Pombal*, NM Guerreiro*, PH Martins, J Alves, A Farajian, ... COLM 2024 (Spotlight), 2024 | 64 | 2024 |
| 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 | 45 | 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, ... Findings of the Association for Computational Linguistics: EMNLP 2023, 11127 …, 2023 | 38* | 2023 |
| 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, ... Proceedings of the Eighth Conference on Machine Translation, 841-848, 2023 | 19 | 2023 |
| Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions J Pombal, AF Cruz, J Bravo, P Saleiro, MAT Figueiredo, P Bizarro KDD 2022 Workshop on Machine Learning in Finance, 2022 | 11 | 2022 |
| Prisoners of their own devices: How models induce data bias in performative prediction J Pombal, P Saleiro, MAT Figueiredo, P Bizarro ICML 2022 Workshop on Responsible Decision Making in Dynamic Environments, 2022 | 5 | 2022 |
| Eurollm: Multilingual language models for europe PH Martins, P Fernandes, J Alves, NM Guerreiro, R Rei, DM Alves, ... arXiv preprint arXiv:2409.16235, 2024 | 4 | 2024 |
| xTower: A multilingual LLM for explaining and correcting translation errors M Treviso, NM Guerreiro, S Agrawal, R Rei, J Pombal, T Vaz, H Wu, ... Findings of the Association for Computational Linguistics: EMNLP 2024, 15222 …, 2024 | 3 | 2024 |
| Fairness-Aware data valuation for supervised learning J Pombal, P Saleiro, MAT Figueiredo, P Bizarro ICLR 2023 Workshop on Pitfalls of limited data and computation for …, 2023 | 3 | 2023 |
| Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task R Rei*, J Pombal*, NM Guerreiro*, J Alves*, PH Martins*, P Fernandes, ... Proceedings of the Ninth Conference on Machine Translation, 185-204, 2024 | 1 | 2024 |
| 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 | 1 | 2023 |
| A Context-aware Framework for Translation-mediated Conversations J Pombal, S Agrawal, P Fernandes, E Zaranis, AFT Martins arXiv preprint arXiv:2412.04205, 2024 | | 2024 |
| Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models J Pombal, S Agrawal, AFT Martins Proceedings of the Ninth Conference on Machine Translation, 993-1003, 2024 | | 2024 |
| Method for fairness-aware data valuation processing for supervised learning JMPRC Pombal, PDS Saleiro, PGSR Bizarro US Patent App. 18/507,568, 2024 | | 2024 |
| 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, ... | | |
