José Pombal

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Cross Lingual Information Retrieval

Quality Estimation

Imbalanced Datasets

Top Venues

EMNLP (Findings)

Publications

Marcos V. Treviso, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, José Pombal, Tânia Vaz, Helena Wu, Beatriz Silva, Daan van Stigt, André F. T. Martins
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. CoRR (2024)
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
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks. CoRR (2024)
Duarte Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José Guilherme Camargo de Souza, Pierre Colombo, André Martins
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. EMNLP (Findings) (2023)
Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José G. C. de Souza, Pierre Colombo, André F. T. Martins
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. CoRR (2023)
Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André F. T. Martins
Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. CoRR (2023)
José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Fairness-Aware Data Valuation for Supervised Learning. CoRR (2023)
Ricardo Rei, Nuno M. Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André Martins
Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. WMT (2023)
Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation. CoRR (2022)
José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions. CoRR (2022)
Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation. NeurIPS (2022)
José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction. CoRR (2022)