| COMET: A neural framework for MT evaluation R Rei, C Stewart, AC Farinha, A Lavie Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 439 | 2020 |
| Results of the WMT21 metrics shared task: Evaluating metrics with expert-based human evaluations on TED and News domain M Freitag, R Rei, N Mathur, C Lo, C Stewart, G Foster, A Lavie, O Bojar Proceedings of the Sixth Conference on Machine Translation, 733-774, 2021 | 90 | 2021 |
| Results of WMT22 metrics shared task: Stop using BLEU–neural metrics are better and more robust M Freitag, R Rei, N Mathur, C Lo, C Stewart, E Avramidis, T Kocmi, ... Proceedings of the Seventh Conference on Machine Translation (WMT), 46-68, 2022 | 45* | 2022 |
| Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task R Rei, AC Farinha, C Zerva, D van Stigt, C Stewart, PG Ramos, ... Proceedings of the Sixth Conference on Machine Translation, Online …, 2021 | 34 | 2021 |
| Unbabel's Participation in the WMT20 Metrics Shared Task R Rei, C Stewart, C Farinha, A Lavie Proceedings of the Fifth Conference on Machine Translation, 911–920, 2020 | 34 | 2020 |
| COMET-22: Unbabel-IST 2022 submission for the metrics shared task R Rei, JGC De Souza, D Alves, C Zerva, AC Farinha, T Glushkova, ... Proceedings of the Seventh Conference on Machine Translation (WMT), 578-585, 2022 | 24 | 2022 |
| Findings of the WMT2022 shared task on quality estimation C Zerva, F Blain, R Rei, P Lertvittayakumjorn, JGC De Souza, S Eger, ... Proceedings of the Seventh Conference on Machine Translation (WMT), 69-99, 2022 | 22 | 2022 |
| Uncertainty-Aware Machine Translation Evaluation T Glushkova, C Zerva, R Rei, AFT Martins Findings of the Association for Computational Linguistics: EMNLP 2021, 3920–3938, 2021 | 22 | 2021 |
| IST-Unbabel 2021 submission for the quality estimation shared task C Zerva, D van Stigt, R Rei, AC Farinha, P Ramos, JGC de Souza, ... Proceedings of the Sixth Conference on Machine Translation, 961-972, 2021 | 21 | 2021 |
| CometKiwi: IST-unbabel 2022 submission for the quality estimation shared task R Rei, M Treviso, NM Guerreiro, C Zerva, AC Farinha, C Maroti, ... arXiv preprint arXiv:2209.06243, 2022 | 16 | 2022 |
| Quality-aware decoding for neural machine translation P Fernandes, A Farinhas, R Rei, JGC de Souza, P Ogayo, G Neubig, ... arXiv preprint arXiv:2205.00978, 2022 | 13 | 2022 |
| IST-Unbabel 2021 submission for the explainable quality estimation shared task M Treviso, NM Guerreiro, R Rei, AFT Martins Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems …, 2021 | 13 | 2021 |
| Automatic truecasing of video subtitles using bert: A multilingual adaptable approach R Rei, NM Guerreiro, F Batista Information Processing and Management of Uncertainty in Knowledge-Based …, 2020 | 10 | 2020 |
| Searching for COMETINHO: The little metric that could R Rei, AC Farinha, JGC de Souza, PG Ramos, AFT Martins, L Coheur, ... Proceedings of the 23rd Annual Conference of the European Association for …, 2022 | 6 | 2022 |
| Disentangling uncertainty in machine translation evaluation C Zerva, T Glushkova, R Rei, AFT Martins arXiv preprint arXiv:2204.06546, 2022 | 6* | 2022 |
| Towards better subtitles: A multilingual approach for punctuation restoration of speech transcripts NM Guerreiro, R Rei, F Batista Expert Systems with Application, 115740, 2021 | 6 | 2021 |
| MT-Telescope: An interactive platform for contrastive evaluation of MT systems R Rei, AC Farinha, C Stewart, L Coheur, A Lavie Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 5 | 2021 |
| Robust mt evaluation with sentence-level multilingual augmentation D Alves, R Rei, AC Farinha, JGC De Souza, AFT Martins Proceedings of the Seventh Conference on Machine Translation (WMT), 469-478, 2022 | 4 | 2022 |
| Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort V Mendonça, R Rei, L Coheur, A Sardinha, AL Santos Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 4 | 2021 |
| The inside story: Towards better understanding of machine translation neural evaluation metrics R Rei, NM Guerreiro, M Treviso, L Coheur, A Lavie, AFT Martins arXiv preprint arXiv:2305.11806, 2023 | 3 | 2023 |
Alon LavieVP of AI Research at Phrase; Consulting Professor, Language Technologies Institute, Carnegie MellonVerified email at cs.cmu.edu
