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ORCIDAndré F. T. Martins
- > Home > Persons > André F. T. Martins
Publications
- 2026
[i127]Miguel Moura Ramos
, Duarte M. Alves, Hippolyte Gisserot-Boukhlef, João Alves, Pedro Henrique Martins, Patrick Fernandes, José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, Nicolas Boizard, M. Amin Farajian, Mateusz Klimaszewski, José G. C. de Souza, Barry Haddow, François Yvon, Pierre Colombo, Alexandra Birch, André F. T. Martins:
EuroLLM-22B: Technical Report. CoRR abs/2602.05879 (2026)- 2025
- [j19]José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins:
Adding Chocolate to Mint : Mitigating Metric Interference in Machine Translation. Trans. Assoc. Comput. Linguistics 13: 1319-1339 (2025) - [j18]Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo:
CroissantLLM: A Truly Bilingual French-English Language Model. Trans. Mach. Learn. Res. 2025 (2025) - [c145]António Farinhas, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, André F. T. Martins:
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. EMNLP 2025: 26742-26756 - [i121]António Farinhas, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, André F. T. Martins:
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. CoRR abs/2502.12701 (2025) - [i118]Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, André F. T. Martins, Ayoub Hammal, Caio Corro, Céline Hudelot, Emmanuel Malherbe, Etienne Malaboeuf, Fanny Jourdan, Gabriel Hautreux, João Alves, Kevin El Haddad, Manuel Faysse, Maxime Peyrard, Nuno Miguel Guerreiro, Patrick Fernandes, Ricardo Rei, Pierre Colombo:
EuroBERT: Scaling Multilingual Encoders for European Languages. CoRR abs/2503.05500 (2025) - [i117]José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins:
Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation. CoRR abs/2503.08327 (2025) - [i115]José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins:
Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models. CoRR abs/2504.01001 (2025) - [i114]José Pombal, Dongkeun Yoon, Patrick Fernandes, Ian Wu, Seungone Kim, Ricardo Rei, Graham Neubig, André F. T. Martins:
M-Prometheus: A Suite of Open Multilingual LLM Judges. CoRR abs/2504.04953 (2025) - [i110]Pedro Henrique Martins, João Alves, Patrick Fernandes, Nuno Miguel Guerreiro, Ricardo Rei, M. Amin Farajian, Mateusz Klimaszewski, Duarte M. Alves, José Pombal, Nicolas Boizard, Manuel Faysse, Pierre Colombo, François Yvon, Barry Haddow, José G. C. de Souza, Alexandra Birch, André F. T. Martins:
EuroLLM-9B: Technical Report. CoRR abs/2506.04079 (2025) - [i105]Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, João Alves, Pedro Teixeirinha, M. Amin Farajian, André F. T. Martins:
Tower+: Bridging Generality and Translation Specialization in Multilingual LLMs. CoRR abs/2506.17080 (2025) - 2024
- [j17]Nuno Miguel Guerreiro, Ricardo Rei, Daan van Stigt, Luísa Coheur, Pierre Colombo, André F. T. Martins:
xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection. Trans. Assoc. Comput. Linguistics 12: 979-995 (2024) - [j16]Sweta Agrawal, M. Amin Farajian, Patrick Fernandes, Ricardo Rei, André F. T. Martins:
Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions? Trans. Assoc. Comput. Linguistics 12: 1250-1267 (2024) - [c135]Sweta Agrawal, António Farinhas, Ricardo Rei, André F. T. Martins:
Can Automatic Metrics Assess High-Quality Translations? EMNLP 2024: 14491-14502 - [c134]Sweta Agrawal, José Guilherme Camargo de Souza, Ricardo Rei, António Farinhas, Gonçalo Rui Alves Faria, Patrick Fernandes, Nuno Miguel Guerreiro, André F. T. Martins:
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation. EMNLP 2024: 14503-14519 - [c132]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. EMNLP (Findings) 2024: 15222-15239 - [c129]Gonçalo Rui Alves Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José Guilherme Camargo de Souza, André F. T. Martins:
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. NeurIPS 2024 - [c127]Chrysoula Zerva, Frédéric Blain, José Guilherme Camargo de Souza, Diptesh Kanojia, Sourabh Dattatray Deoghare, Nuno Miguel Guerreiro, Giuseppe Attanasio, Ricardo Rei, Constantin Orasan, Matteo Negri, Marco Turchi, Rajen Chatterjee, Pushpak Bhattacharyya, Markus Freitag, André F. T. Martins:
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? WMT 2024: 82-109 - [c126]Ricardo Rei, José Pombal, Nuno Miguel Guerreiro, João Alves, Pedro Henrique Martins, Patrick Fernandes, Helena Wu, Tânia Vaz, Duarte M. Alves, M. Amin Farajian, Sweta Agrawal, António Farinhas, José Guilherme Camargo de Souza, André F. T. Martins:
Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task. WMT 2024: 185-204 - [i98]Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio F. Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo:
CroissantLLM: A Truly Bilingual French-English Language Model. CoRR abs/2402.00786 (2024) - [i96]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 abs/2402.17733 (2024) - [i93]Sweta Agrawal, M. Amin Farajian, Patrick Fernandes, Ricardo Rei, André F. T. Martins:
Is Context Helpful for Chat Translation Evaluation? CoRR abs/2403.08314 (2024) - [i90]Sweta Agrawal, António Farinhas, Ricardo Rei, André F. T. Martins:
Can Automatic Metrics Assess High-Quality Translations? CoRR abs/2405.18348 (2024) - [i89]Gonçalo Rui Alves Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F. T. Martins:
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. CoRR abs/2406.00049 (2024) - [i87]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 abs/2406.19482 (2024) - [i82]Pedro Henrique Martins, Patrick Fernandes, João Alves, Nuno Miguel Guerreiro, Ricardo Rei, Duarte M. Alves, José Pombal, M. Amin Farajian, Manuel Faysse, Mateusz Klimaszewski, Pierre Colombo, Barry Haddow, José G. C. de Souza, Alexandra Birch, André F. T. Martins:
EuroLLM: Multilingual Language Models for Europe. CoRR abs/2409.16235 (2024) - [i81]Sweta Agrawal, José G. C. de Souza, Ricardo Rei, António Farinhas, Gonçalo Rui Alves Faria, Patrick Fernandes, Nuno Miguel Guerreiro, André F. T. Martins:
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation. CoRR abs/2410.07779 (2024) - 2023
- [c121]Ricardo Rei, Nuno Miguel Guerreiro, Marcos V. Treviso, Luísa Coheur, Alon Lavie, André F. T. Martins:
The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. ACL (2) 2023: 1089-1105 - [c114]Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José Guilherme Camargo de Souza, Pierre Colombo, André F. T. Martins:
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. EMNLP (Findings) 2023: 11127-11148 - [c111]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. WMT 2023: 841-848 - [i71]Ricardo Rei, Nuno Miguel Guerreiro, Marcos V. Treviso, Luísa Coheur, Alon Lavie, André F. T. Martins:
The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. CoRR abs/2305.11806 (2023) - [i64]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 abs/2309.11925 (2023) - [i62]Nuno Miguel Guerreiro, Ricardo Rei, Daan van Stigt, Luísa Coheur, Pierre Colombo, André F. T. Martins:
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection. CoRR abs/2310.10482 (2023) - [i60]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 abs/2310.13448 (2023) - 2022
- [c106]Ricardo Rei, Ana C. Farinha, José G. C. de Souza, Pedro G. Ramos, André F. T. Martins, Luísa Coheur, Alon Lavie:
Searching for COMETINHO: The Little Metric That Could. EAMT 2022: 61-70 - [c105]José G. C. de Souza, Ricardo Rei, Ana C. Farinha, Helena Moniz, André F. T. Martins:
QUARTZ: Quality-Aware Machine Translation. EAMT 2022: 313-314 - [c102]Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins:
Disentangling Uncertainty in Machine Translation Evaluation. EMNLP 2022: 8622-8641 - [c98]Patrick Fernandes, António Farinhas, Ricardo Rei, José Guilherme Camargo de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins:
Quality-Aware Decoding for Neural Machine Translation. NAACL-HLT 2022: 1396-1412 - [c96]Markus Freitag, Ricardo Rei, Nitika Mathur, Chi-kiu Lo, Craig Stewart, Eleftherios Avramidis, Tom Kocmi, George F. Foster, Alon Lavie, André F. T. Martins:
Results of WMT22 Metrics Shared Task: Stop Using BLEU - Neural Metrics Are Better and More Robust. WMT 2022: 46-68 - [c95]Chrysoula Zerva, Frédéric Blain, Ricardo Rei, Piyawat Lertvittayakumjorn, José G. C. de Souza, Steffen Eger, Diptesh Kanojia, Duarte M. Alves, Constantin Orasan, Marina Fomicheva, André F. T. Martins, Lucia Specia:
Findings of the WMT 2022 Shared Task on Quality Estimation. WMT 2022: 69-99 - [c94]Duarte M. Alves, Ricardo Rei, Ana C. Farinha, José G. C. de Souza, André F. T. Martins:
Robust MT Evaluation with Sentence-level Multilingual Augmentation. WMT 2022: 469-478 - [c93]Ricardo Rei, José G. C. de Souza, Duarte M. Alves, Chrysoula Zerva, Ana C. Farinha, Taisiya Glushkova, Alon Lavie, Luísa Coheur, André F. T. Martins:
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task. WMT 2022: 578-585 - [c92]Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Luísa Coheur, Alon Lavie, André F. T. Martins:
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. WMT 2022: 634-645 - [i56]Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins:
Better Uncertainty Quantification for Machine Translation Evaluation. CoRR abs/2204.06546 (2022) - [i53]Patrick Fernandes, António Farinhas, Ricardo Rei, José G. C. de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins:
Quality-Aware Decoding for Neural Machine Translation. CoRR abs/2205.00978 (2022) - [i49]Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Alon Lavie, Luísa Coheur, André F. T. Martins:
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. CoRR abs/2209.06243 (2022) - 2021
- [c87]Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins:
Uncertainty-Aware Machine Translation Evaluation. EMNLP (Findings) 2021: 3920-3938 - [c85]Marcos V. Treviso, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins:
IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task. Eval4NLP 2021: 133-145 - [c80]Chrysoula Zerva, Daan van Stigt, Ricardo Rei, Ana C. Farinha, Pedro G. Ramos, José G. C. de Souza, Taisiya Glushkova, Miguel Vera, Fábio N. Kepler, André F. T. Martins:
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task. WMT@EMNLP 2021: 961-972 - [c79]Ricardo Rei, Ana C. Farinha, Chrysoula Zerva, Daan van Stigt, Craig Stewart, Pedro G. Ramos, Taisiya Glushkova, André F. T. Martins, Alon Lavie:
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task. WMT@EMNLP 2021: 1030-1040 - [i36]Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins:
Uncertainty-Aware Machine Translation Evaluation. CoRR abs/2109.06352 (2021)
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