• 5Papers in Journals
• L. Pereira, F. Melo, F. R. Roque, A. Ferreira, H. Silva, ScientISST CORE: A novel hardware development platform for biomedical engineering, hardwarex, Vol. 21, No., pp. e00630 - e00630, March, 2025 | BibTex
• C Zerva, A. Martins, Conformalizing Machine Translation Evaluation, Transactions of the Association for Computational Linguistics, Vol. 12, No., pp. 1460 - 1478, November, 2024,
  | Abstract | BibTex
• P. Bota, R. Silva, C. C. Carreiras, A. L. N. Fred, H. Silva, BioSPPy: A Python toolbox for physiological signal processing, SoftwareX, Vol. 26, No. 1, pp. 101712 - 101712, May, 2024 | BibTex
• A. Nogueira, A. Ferreira, M. A. T. Figueiredo, A Machine Learning Pipeline for Cancer Detection on Microarray Data: The Role of Feature Discretization and Feature Selection, biomedinformatics, Vol. 3, No. 3, pp. 585 - 604, August, 2023,
  | Abstract | Full text (PDF 2 MBs) | BibTex
• A. Gomes, M. A. T. Figueiredo, Orders between Channels and Implications for Partial Information Decomposition, Entropy, Vol. 25, No. 7, pp. 975 - 975, June, 2023,
  | Abstract | Full text (PDF 426 KBs) | BibTex

• 20Papers in Conferences
• J. Pombal, R. Rei, N. Guerreiro, A. Martins, Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation, Empirical Methods in Language Processing - EMNLP, Suzhou, China, November, 2025,
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• J. Pombal, N. Guerreiro, R. Rei, A. Martins, Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models, Conference on Language Modeling COLM, Conference online, October, 2025,
  | Abstract | BibTex
• M. Campos, J. Calém, S. Sklaviadis, M. A. T. Figueiredo, A. Martins, Sparse Activations as Conformal Predictors, International Conf. on Artificial Intelligence and Statistics - AISTATS, Phuket, Thailand, May, 2025,
  | Abstract | BibTex
• G. Gomes, B. Martins, C Zerva, Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?, Annual Conference of the North American Chapter of the Association for Computational Linguistics NAACL, Albuquerque, New Mexico, United States, Vol., pp. -, April, 2025,
  | Abstract | Full text (PDF 4 MBs) | BibTex
• J. Mire, Z. Aysola, D. Chechelnitsky, N. Deas, C Zerva, M. Sap, Rejected Dialects: Biases Against African American Language in Reward Models, Annual Conference of the North American Chapter of the Association for Computational Linguistics NAACL, Albuquerque, New Mexico, United States, April, 2025,
  | Abstract | BibTex
• G. Faria, S. A. Agrawal, A. F. Farinhas, R. Rei, J. G. de Souza, A. Martins, QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translatio, Advances in Neural Information Processing Systems - NIPS, Vancouver, Canada, December, 2024 | Full text (PDF 3 MBs) | BibTex
• 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
• G. A. Attanasio, B. Savoldi, D. Fucci, D. H. Hovy, Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps, Empirical Methods in Language Processing - EMNLP, Miami, United States, Vol., pp. -, November, 2024,
  | Abstract | Full text (PDF 1 MB) | BibTex
• M. Campos, Conformal Prediction for Natural Language Processing: A Survey, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024 | BibTex
• C Zerva, F. Blain, J. G. Sousa, D. Kanojia, S. Deoghar, N. Guerreiro, G. A. Attanasio, R. Rei, C. Orasan, M. Negri, M. Turchi, R. Chatterjee, P. Bhattacharyya, M. Freitag, A. Martins, Findings of the Quality Estimation Shared Task at WMT 2024 Are LLMs Closing the Gap in QE?, Conference on Machine Translation WMT, Miami, United States, Vol., pp. -, November, 2024,
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• M. Freitag, N. Mathur, D. Deutsch, C. Lo, E. Avramidis, R. Rei, B. Thompson, T. Kocmi, F. Blain, J. Wang, D. Adelani, M. Buchicchio, C Zerva, A. Lavie, Are LLMs breaking MT metrics? results of the WMT24 metrics shared task, Conference on Machine Translation WMT, Miami, United States, Vol., pp. -, November, 2024,
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• K. Thomas, G. F. Filandrianos, M. Lymperaiou, C Zerva, G. Stamou, ”I Never Said That”: A dataset, taxonomy and baselines on response clarity classification, Empirical Methods in Language Processing - EMNLP, Miami, United States, Vol., pp. -, November, 2024,
  | Abstract | Full text (PDF 2 MBs) | BibTex
• A.C. Curry, G. A. Attanasio, Z. T. Talat, D. H. Hovy, Classist Tools: Social Class Correlates with Performance in NLP, Annual Meeting of the Association for Computational Linguistics - ACL, Conference online, August, 2024,
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• M. L. Lardelli, G. A. Attanasio, A. L. Lauscher, Building Bridges: A Dataset for Evaluating Gender-Fair Machine Translation into German, Findings of the Annual Meeting of the Association for Computational Linguistics - ACL, Bangkok, Thailand, August, 2024,
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• A. F. Farinhas, D. Ulmer, C Zerva, A. Martins, Non-Exchangeable Conformal Risk Control, International Conference on Learning Representations ICLR, Vienna, Austria, Vol., pp. -, May, 2024,
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• P. Fernandes, A. Madaan, E. L. Liu, A. F. Farinhas, P. H. Martins, A, B. Bertsch, J. G. de Souza, S. Z. Zhou, S. W. Wu, G. Neubig, A. Martins, Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation, Empirical Methods in Language Processing - EMNLP, Singapore, Singapore, Vol., pp. -, December, 2023,
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• F. Blain, C Zerva, R. Rei, N. Guerreiro, D. Kanojia, J. G. Sousa, B. Silva, T. Vaz, Y. Jinxuan, F. Azadi, C. Orasan, A. Martins, Findings of the WMT 2023 Shared Task on Quality Estimation, Conference on Machine Translation WMT, Singapore, Singapore, Vol., pp. -, December, 2023,
  | Abstract | BibTex
• M. Freitag, N. Mathur, C. Lo, E. Avramidis, R. Rei, B. Thompson, T. Kocmi, F. Blain, D. Deutsch, C. Stuart, C Zerva, S. Castilho, A. Lavie, G. Foster, Results of WMT23 Metrics Shared Task: Metrics might be Guilty but References are not Innocent, Conference on Machine Translation WMT, Singapore, Singapore, December, 2023 | BibTex
• S. Honda, P. Fernandes, C Zerva, Context-aware Neural Machine Translation for English-Japanese Business Scene Dialogues, Machine Translation Summit MT Summit, Macau, China, Vol., pp. -, September, 2023,
  | Abstract | BibTex