Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation. - Sérgio M. Jesus; José Pombal; Duarte M. Alves; André Ferreira Cruz; Pedro Saleiro; Rita P. Ribeiro; João Gama 001; Pedro Bizarro (NeurIPS, 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)

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)

Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. - Duarte M. Alves; Nuno Miguel Guerreiro; João Alves 003; José Pombal; Ricardo Rei; José Guilherme Camargo de Souza; Pierre Colombo; André F. T. Martins (EMNLP (Findings), 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 (WMT, 2023)

Fairness-Aware Data Valuation for Supervised Learning. - José Pombal; Pedro Saleiro; Mário A. T. Figueiredo; Pedro Bizarro (CoRR, 2023)

xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. - 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 (EMNLP (Findings), 2024)

Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models. - José Pombal; Sweta Agrawal; André F. T. Martins (WMT, 2024)

Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task. - Ricardo Rei; José Pombal; Nuno Miguel Guerreiro; João Alves 003; Pedro Henrique Martins; Patrick Fernandes; Helena Wu; Tânia Vaz; Duarte M. Alves; M. Amin Farajian; Sweta Agrawal; António Farinhas; et al. (WMT, 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 003; M. Amin Farajian; Ben Peters; Ricardo Rei; Patrick Fernandes; Sweta Agrawal; Pierre Colombo; José G. C. de Souza; et al. (CoRR, 2024)

EuroLLM: Multilingual Language Models for Europe. - Pedro Henrique Martins; Patrick Fernandes; João Alves 003; Nuno Miguel Guerreiro; Ricardo Rei; Duarte M. Alves; José Pombal; M. Amin Farajian; Manuel Faysse; Mateusz Klimaszewski; Pierre Colombo; Barry Haddow; et al. (CoRR, 2024)

A Context-aware Framework for Translation-mediated Conversations. - José Pombal; Sweta Agrawal; Patrick Fernandes; Emmanouil Zaranis; André F. T. Martins (CoRR, 2024)

Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation. - José Pombal; Nuno Miguel Guerreiro; Ricardo Rei; André F. T. Martins (CoRR, 2025)

Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models. - José Pombal; Nuno Miguel Guerreiro; Ricardo Rei; André F. T. Martins (CoRR, 2025)

M-Prometheus: A Suite of Open Multilingual LLM Judges. - José Pombal; Dongkeun Yoon; Patrick Fernandes; Ian Wu; Seungone Kim; Ricardo Rei; Graham Neubig; André F. T. Martins (CoRR, 2025)

EuroLLM-9B: Technical Report. - Pedro Henrique Martins; João Alves 003; Patrick Fernandes; Nuno Miguel Guerreiro; Ricardo Rei; M. Amin Farajian; Mateusz Klimaszewski; Duarte M. Alves; José Pombal; Nicolas Boizard; Manuel Faysse; Pierre Colombo; et al. (CoRR, 2025)

Tower+: Bridging Generality and Translation Specialization in Multilingual LLMs. - Ricardo Rei; Nuno Miguel Guerreiro; José Pombal; João Alves 003; Pedro Teixeirinha; M. Amin Farajian; André F. T. Martins (CoRR, 2025)