---
title: "André F. T. Martins — all works — Elamur Research"
description: "All 66 works of André F. T. Martins in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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---
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# André F. T. Martins — all works

66 works · [← André F. T. Martins](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/)

1. [**Marian: Fast Neural Machine Translation in C++ arXiv:1804.00344**Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, et al.*2018 · 507 citations*](https://md.research.elamur.ai/free/en/papers/junczys-dowmunt-2018-marian-fast-neural-machine-translation/)
2. **[COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2022-comet-22-unbabel-ist-2022/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Ricardo Rei, José G. C. de Souza, Duarte Alves, et al.*2022 · 435 citations*
3. **[Frame-Semantic Parsing](https://md.research.elamur.ai/free/en/papers/das-2014-frame-semantic-parsing/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Dipanjan Das, Desai Chen, André F. T. Martins, et al.*2014 · 412 citations*
4. **[xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection](https://md.research.elamur.ai/free/en/papers/guerreiro-2024-xcomet-transparent-machine-translation-evaluation/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Nuno M. Guerreiro, Ricardo Rei, Daan van Stigt, et al.*2024 · 333 citations*
5. **[CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2022-cometkiwi-ist-unbabel-2022-submission/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Ricardo Rei, Marcos Treviso, Nuno M. Guerreiro, et al.*2022 · 325 citations*
6. **[Adaptively Sparse Transformers](https://md.research.elamur.ai/free/en/papers/correia-2019-adaptively-sparse-transformers/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Gonçalo M. Correia, Vlad Niculae, André F. T. Martins*2019 · 275 citations*
7. [**Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More Robust**Markus Freitag, Ricardo Rei, Nitika Mathur, et al.*Machine translation · 265 citations*](https://md.research.elamur.ai/free/en/papers/freitag-2022-results-wmt22-metrics-shared-task/)
8. **[Selective Attention for Context-aware Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/maruf-2019-selective-attention-context-aware-neural/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sameen Maruf, André F. T. Martins, Gholamreza Haffari*2019 · 263 citations*
9. **[Sparse Sequence-to-Sequence Models ↗](https://aclanthology.org/P19-1146/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Ben Peters, Vlad Niculae, André F. T. Martins*2019 · 253 citations*
10. **[Hallucinations in Large Multilingual Translation Models](https://md.research.elamur.ai/free/en/papers/guerreiro-2023-hallucinations-large-multilingual-translation-models/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Nuno M. Guerreiro, Duarte M. Alves, Jonas Waldendorf, et al.*2023 · 244 citations*
11. **[OpenKiwi: An Open Source Framework for Quality Estimation](https://md.research.elamur.ai/free/en/papers/kepler-2019-openkiwi-open-source-framework-quality/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fabio Kepler, Jonay Trénous, Marcos Treviso, et al.*2019 · 215 citations*
12. **[Findings of the WMT 2019 Shared Tasks on Quality Estimation](https://md.research.elamur.ai/free/en/papers/fonseca-2019-findings-wmt-2019-shared-tasks/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Erick Fonseca, Lisa Yankovskaya, André F. T. Martins, et al.*2019 · 173 citations*
13. **[Findings of the WMT 2020 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/specia-2020-findings-wmt-2020-shared-task-2020-wmt-1-79/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Lucia Specia, Frédéric Blain, Marina Fomicheva, et al.*2020 · 160 citations*
14. **[The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation](https://md.research.elamur.ai/free/en/papers/fernandes-2023-devil-is-errors-leveraging-large/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, et al.*2023 · 158 citations*
15. **[Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/guerreiro-2023-looking-needle-haystack-comprehensive-study/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Nuno M. Guerreiro, Elena Voita, André Martins*2023 · 149 citations*
16. **[Quality-Aware Decoding for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/fernandes-2022-quality-aware-decoding-neural-machine/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Patrick Fernandes, António Farinhas, Ricardo Rei, et al.*2022 · 146 citations*
17. **[Efficient Methods for Natural Language Processing: A Survey](https://md.research.elamur.ai/free/en/papers/treviso-2023-efficient-methods-natural-language-processing/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Marcos Treviso, Ji-Ung Lee, Tianchu Ji, et al.*2023 · 145 citations*
18. [**LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks arXiv:2406.18403**Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, et al.*2024 · 141 citations*](https://md.research.elamur.ai/free/en/papers/bavaresco-2024-llms-instead-human-judges-large/)
19. **[Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2023-scaling-up-cometkiwi-unbabel-ist/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Ricardo Rei, Nuno M. Guerreiro, José Pombal, et al.*2023 · 135 citations*
20. **[Findings of the WMT 2018 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/specia-2018-findings-wmt-2018-shared-task/) [Conference on Machine Translation: Shared Task Papers](https://md.research.elamur.ai/free/en/venues/conference-on-machine-translation-shared-task-papers/)**Lucia Specia, Frédéric Blain, Varvara Logacheva, et al.*2018 · 134 citations*
21. **[Findings of the WMT 2023 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/blain-2023-findings-wmt-2023-shared-task/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Frederic Blain, Chrysoula Zerva, Ricardo Rei, et al.*2023 · 129 citations*
22. **[SaulLM-7B: A pioneering Large Language Model for Law ↗](https://arxiv.org/abs/2403.03883) arXiv:2403.03883 · no summary yet**Pierre Colombo et al.*2024 · 119 citations*
23. **[Document-level Neural MT: A Systematic Comparison](https://md.research.elamur.ai/free/en/papers/lopes-2020-document-level-neural-mt-systematic/) [Annual Conference of the European Association for Machine Translation (EAMT)](https://md.research.elamur.ai/free/en/venues/eamt/)**António Lopes, M. Amin Farajian, Rachel Bawden, et al.*2020 · 115 citations*
24. **[Pushing the Limits of Translation Quality Estimation ↗](https://aclanthology.org/Q17-1015/) Transactions of the Association for Computational Linguistics · no summary yet**André F. T. Martins et al.*2017 · 101 citations*
25. **[Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task ↗](https://aclanthology.org/W19-5406/) Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2) · no summary yet**Fabio Kepler et al.*2019 · 97 citations*
26. [**Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers**André Martins, Miguel Almeida, Noah A. Smith*English · 97 citations*](https://md.research.elamur.ai/free/en/papers/martins-2013-turning-turbo-fast-third-order/)
27. **[Measuring and Increasing Context Usage in Context-Aware Machine Translation ↗](https://aclanthology.org/2021.acl-long.505/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Patrick Fernandes et al.*2021 · 94 citations*
28. **[Findings of the WMT 2022 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/zerva-2022-findings-wmt-2022-shared-task/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Chrysoula Zerva, Frédéric Blain, Ricardo Rei, et al.*2022 · 91 citations*
29. **[Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation](https://md.research.elamur.ai/free/en/papers/fernandes-2023-bridging-gap-survey-integrating-human/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Patrick Fernandes, Aman Madaan, Emmy Liu, et al.*2023 · 84 citations*
30. **[Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task](https://md.research.elamur.ai/free/en/papers/rei-2021-are-references-really-needed-unbabel/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Ricardo Rei, Ana C Farinha, Chrysoula Zerva, et al.*2021 · 84 citations*
31. **[Sparse and Constrained Attention for Neural Machine Translation ↗](https://aclanthology.org/P18-2059/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins*2018 · 81 citations*
32. **[Findings of the WMT 2021 Shared Task on Quality Estimation](https://md.research.elamur.ai/free/en/papers/specia-2021-findings-wmt-2021-shared-task/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**Lucia Specia, Frédéric Blain, Marina Fomicheva, et al.*2021 · 80 citations*
33. **[MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset](https://md.research.elamur.ai/free/en/papers/fomicheva-2022-mlqe-pe-multilingual-quality-estimation/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Marina Fomicheva, Shuo Sun, Erick Fonseca, et al.*2022 · 76 citations*
34. **[Turbo Parsers: Dependency Parsing by Approximate Variational Inference](https://md.research.elamur.ai/free/en/papers/martins-2010-turbo-parsers-dependency-parsing-approximate/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**André Martins, Noah Smith, Eric Xing, et al.*2010 · 69 citations*
35. **[CroissantLLM: A Truly Bilingual French-English Language Model ↗](https://arxiv.org/abs/2402.00786) arXiv:2402.00786 · no summary yet**Manuel Faysse et al.*2024 · 59 citations*
36. [**MaLA-500: Massive Language Adaptation of Large Language Models arXiv:2401.13303**Peiqin Lin, Shaoxiong Ji, Jorg Tiedemann, et al.*2024 · 58 citations*](https://md.research.elamur.ai/free/en/papers/lin-2024-mala-500-massive-language-adaptation/)
37. **[Unbabel's Participation in the WMT16 Word-Level Translation Quality Estimation Shared Task ↗](https://aclanthology.org/W16-2387/) Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers · no summary yet**André F. T. Martins et al.*2016 · 56 citations*
38. **[Uncertainty-Aware Machine Translation Evaluation ↗](https://aclanthology.org/2021.findings-emnlp.330/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**Taisiya Glushkova et al.*2021 · 55 citations*
39. **[When Does Translation Require Context? A Data-driven, Multilingual Exploration ↗](https://aclanthology.org/2023.acl-long.36/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Patrick Fernandes et al.*2023 · 53 citations*
40. **[Do Context-Aware Translation Models Pay the Right Attention? ↗](https://aclanthology.org/2021.acl-long.65/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Kayo Yin et al.*2021 · 39 citations*
41. **[IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task ↗](https://aclanthology.org/2020.wmt-1.119/) Proceedings of the Fifth Conference on Machine Translation · no summary yet**João Moura et al.*2020 · 38 citations*
42. **[Transferring Coreference Resolvers with Posterior Regularization](https://md.research.elamur.ai/free/en/papers/martins-2015-transferring-coreference-resolvers-posterior-regularization/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**André F. T. Martins*2015 · 35 citations*
43. [**EuroBERT: Scaling Multilingual Encoders for European Languages arXiv:2503.05500**Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, et al.*2025 · 34 citations*](https://md.research.elamur.ai/free/en/papers/boizard-2025-eurobert-scaling-multilingual-encoders-european/)
44. **[Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? ↗](https://aclanthology.org/2024.wmt-1.3/) Proceedings of the Ninth Conference on Machine Translation · no summary yet**Chrysoula Zerva et al.*2024 · 34 citations*
45. **[Findings of the WMT 2020 Shared Task on Chat Translation](https://md.research.elamur.ai/free/en/papers/farajian-2020-findings-wmt-2020-shared-task/) [Conference on Machine Translation (WMT)](https://md.research.elamur.ai/free/en/venues/wmt/)**M. Amin Farajian, António V. Lopes, André F. T. Martins, et al.*2020 · 29 citations*
46. **[Can Automatic Metrics Assess High-Quality Translations? ↗](https://aclanthology.org/2024.emnlp-main.802/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sweta Agrawal et al.*2024 · 23 citations*
47. **[M-Prometheus: A Suite of Open Multilingual LLM Judges ↗](https://arxiv.org/abs/2504.04953) arXiv (Cornell University) · no summary yet**Pombal, José et al.*2025 · 21 citations*
48. **[xTower: A Multilingual LLM for Explaining and Correcting Translation Errors ↗](https://aclanthology.org/2024.findings-emnlp.892/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Marcos V Treviso et al.*2024 · 21 citations*
49. **[The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics ↗](https://aclanthology.org/2023.acl-short.94/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Ricardo Rei et al.*2023 · 21 citations*
50. **[Unbabel's Participation in the WMT17 Translation Quality Estimation Shared Task ↗](https://aclanthology.org/W17-4764/) Proceedings of the Second Conference on Machine Translation · no summary yet**André F. T. Martins, Fabio Kepler, José Monteiro*2017 · 21 citations*
51. **[Robust MT Evaluation with Sentence-level Multilingual Augmentation ↗](https://aclanthology.org/2022.wmt-1.43/) Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yet**Duarte Alves et al.*2022 · 19 citations*
52. **[Disentangling Uncertainty in Machine Translation Evaluation ↗](https://aclanthology.org/2022.emnlp-main.591/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Chrysoula Zerva et al.*2022 · 14 citations*
53. **[Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering ↗](https://arxiv.org/abs/2504.07583) arXiv:2504.07583 · no summary yet**Patrick Fernandes et al.*2025 · 10 citations*
54. **[BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation ↗](https://aclanthology.org/2023.eamt-1.6/) Proceedings of the 24th Annual Conference of the European Association for Machine Translation · no summary yet**Taisiya Glushkova, Chrysoula Zerva, André F. T. Martins*2023 · 10 citations*
55. **[Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ↗](https://aclanthology.org/2025.acl-long.1228/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Emmanouil Zaranis et al.*2025 · 8 citations*
56. **[Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?](https://md.research.elamur.ai/free/en/papers/agrawal-2024-assessing-role-context-chat-translation/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Sweta Agrawal, Amin Farajian, Patrick Fernandes, et al.*2024 · 8 citations*
57. **[Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation ↗](https://aclanthology.org/2024.emnlp-main.803/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sweta Agrawal et al.*2024 · 8 citations*
58. **[Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings](https://md.research.elamur.ai/free/en/papers/ramos-2026-fine-grained-reward-optimization-machine/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Miguel Moura Ramos, Tomás Almeida, Daniel Vareta, et al.*2026 · 7 citations*
59. **[Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings ↗](https://aclanthology.org/2020.eamt-1.22/) Proceedings of the 22nd Annual Conference of the European Association for Machine Translation · no summary yet**António Góis, Kyunghyun Cho, André Martins*2020 · 7 citations*
60. **[Project MAIA: Multilingual AI Agent Assistant ↗](https://aclanthology.org/2020.eamt-1.68/) Proceedings of the 22nd Annual Conference of the European Association for Machine Translation · no summary yet**André F. T. Martins et al.*2020 · 6 citations*
61. **[Is Context Helpful for Chat Translation Evaluation? ↗](https://arxiv.org/abs/2403.08314) arXiv:2403.08314 · no summary yet**Sweta Agrawal et al.*2024 · 5 citations*
62. **[Conformalizing Machine Translation Evaluation ↗](https://aclanthology.org/2024.tacl-1.80/) Transactions of the Association for Computational Linguistics · no summary yet**Chrysoula Zerva, André F. T. Martins*2024 · 5 citations*
63. **[A Context-aware Framework for Translation-mediated Conversations](https://md.research.elamur.ai/free/en/papers/pombal-2026-context-aware-framework-translation-mediated/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**José Pombal, Sweta Agrawal, Emmanouil Zaranis, et al.*2026 · 4 citations*
64. **[Reranking Laws for Language Generation: A Communication-Theoretic Perspective ↗](https://arxiv.org/abs/2409.07131) arXiv:2409.07131 · no summary yet**Antonio Farinhas, Haau-Sing Li, Andre F. T. Martins*2024 · 4 citations*
65. **[LegalBench.PT: A Benchmark for Portuguese Law ↗](https://arxiv.org/abs/2502.16357) arXiv:2502.16357 · no summary yet**Beatriz Canaverde et al.*2025 · 2 citations*
66. **[IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages ↗](https://arxiv.org/abs/2608.16344) arXiv:2608.16344 · no summary yet**Diptesh Kanojia et al.*2026*