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IT Member Profile

... José Maria Pereira Rosa Correia Pombal

Researcher

José Pombal

Academic position: MSc
Joining date: 01-01-2022
Roles in IT: Researcher
Thematic Line: Information and Data Sciences
Group: Pattern and Image Analysis – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

Scientific Achievements

7Papers in Conferences
  • J. Pombal, R. Rei, N. Guerreiro, J. Alves, P. H. Martins, P. Fernandes, HW Wu, T. Vaz, D. A. Alves, M. Farajian, S. A. Agrawal, A. F. Farinhas, J. G. de Souza, A. Martins, TOWER-V2: Unbabel-IST 2024 Submission for the General MT Shared Task, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
    | Abstract     | BibTex
  • J. Pombal, S. A. Agrawal, A. Martins, Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
    | Abstract     | BibTex
  • M. V. T. Treviso, N. Guerreiro, S. A. Agrawal, R. Rei, J. Pombal, T. Vaz, HW Wu, B. Silva, D. Stigt, A. Martins, xTower: A Multilingual LLM for Explaining and Correcting Translation Errors, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
    | Abstract     | BibTex
  • N. Guerreiro, D. A. Alves, J. Pombal, P. H. Martins, J. Alves, M. Farajian, B. Peters, R. Rei, P. Fernandes, S. A. Agrawal, P. Colombo, J. G. de Souza, A. Martins, Tower: An Open Multilingual Large Language Model for Translation-Related Tasks, Conference on Language Modeling COLM, Philadelphia, United States, Vol., pp. -, October, 2024,
    | Abstract     | BibTex
  • P. Martins, N. Guerreiro, P. Fernandes, J. Alves, R. Rei, D. A. Alves, J. Pombal, M. Farajian, M. Faysse, P. Colombo, B. Haddow, J. G. de Souza, A. Birch, A. Martins, EuroLLM: Multilingual Language Models for Europe, EuroHPC User Day, Amsterdam, Netherlands, Vol., pp. -, October, 2024,
    | Abstract     | BibTex
  • J. Pombal, A. Cruz, J. Bravo, P. Saleiro, M. A. T. Figueiredo, P. Bizarro, Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions, ACM KDD Workshop on Machine Learning in Finance KDD-MLF, Washington DC, United States, Vol., pp. -, August, 2022,
    | Abstract     | Full text (PDF 1 MB) | BibTex
  • J. Pombal, P. Saleiro, M. A. T. Figueiredo, P. Bizarro, Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction, ICML ICML Workshop on Responsible Decision Making in Dynamic Environments, Baltimore, United States, Vol., pp. -, July, 2022,
    | Abstract     | Full text (PDF 1 MB) | BibTex

Currently running projects1

Acronym Name Funding Agency Start date Ending date
NextGenAI NextGenAI - Center for Responsible AI IAPMEI 01-10-2021 31-12-2025

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):

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