José Pombal

According to our database, José Pombal authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Tower: An Open Multilingual Large Language Model for Translation-Related Tasks.

Duarte M. Alves, José Pombal, Nuno Miguel Guerreiro, Pedro Henrique Martins, João Alves, M. Amin Farajian, Ben Peters, Ricardo Rei, Patrick Fernandes, Sweta Agrawal, Pierre Colombo, José G. C. de Souza, André F. T. Martins

CoRR, 2024

2023

Fairness-Aware Data Valuation for Supervised Learning.

José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

CoRR, 2023

Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task.

Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André F. T. Martins

Proceedings of the Eighth Conference on Machine Translation, 2023

Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning.

Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José Guilherme Camargo de Souza, Pierre Colombo, André F. T. Martins

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions.

José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

CoRR, 2022

Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction.

José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

CoRR, 2022

Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.

Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022