Personal profile
Keywords
- Machine Translation
- Quality Estimation
- Natural Language Processing
- Human Interpreting
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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An Interdisciplinary Approach to Human-Centered Machine Translation
Carpuat, M., Asscher, O., Bali, K., Bentivogli, L., Blain, F., Bowker, L., Choudhury, M., III, H. D., Duh, K., Gao, G., II, A. G., Karpinska, M., Khoong, E. C., Lewis, W. D., Martins, A. F. T., Nurminen, M., Oard, D. W., Popovic, M., Simard, M. & Yvon, F., 2025, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, Vol. abs/2506.13468. p. 22859–22879 (CoRR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Are We Paying Attention to Her? Investigating Gender Disambiguation and Attention in Machine Translation.
Manna, C., Alishahi, A., Blain, F. & Vanmassenhove, E., 2025, Proceedings of the 3rd Workshop on Gender-Inclusive Translation Technologies (GITT 2025). European Association for Machine Translation, Vol. abs/2505.08546. 16 p. (CoRR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Unsupervised Quality Estimation for Neural Machine Translation
Fomicheva, M., Sun, S., Yankovskaya, L., Blain, F., Guzmán, F., Fishel, M., Aletras, N., Chaudhary, V. & Specia, L., 21 May 2020, In: Transactions of the Association for Computational Linguistics.Research output: Contribution to journal › Article › Scientific › peer-review
File48 Downloads (Pure) -
Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task.
Freitag, M., Mathur, N., Deutsch, D., Lo, C.-K., Avramidis, E., Rei, R., Thompson, B., Blain, F., Kocmi, T., Wang, J., Adelani, D. I., Buchicchio, M., Zerva, C. & Lavie, A., 2024, Proceedings of the Ninth Conference on Machine Translation. Haddow, B., Kocmi, T., Koehn, P. & Monz, C. (eds.). Association for Computational Linguistics, p. 47-81 35 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile7 Downloads (Pure) -
DORE: A dataset for Portuguese definition generation
Furtado, A. B. D., Ranasinghe, T., Blain, F. & Mitkov, R., 2024, arXiv.org, 8 p.Research output: Working paper › Scientific › peer-review
Open Access
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Quality Estimation Shared Task at the Conference on Machine Translation (WMT)
Blain, F. (Contributor)
2018 → …Activity: Participating in or organising an event types › Organising a workshop, seminar, course etc. › Scientific
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Metrics Shared Task at the Conference on Machine Translation (WMT)
Blain, F. (Contributor)
2023 → …Activity: Participating in or organising an event types › Organising a workshop, seminar, course etc. › Scientific
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2nd International Workshop onAutomatic Translation for Signed and Spoken Languages
Blain, F. (Organiser), Shterionov, D. (Chair), De Sisto, M. (Organiser), Muller, M. (Organiser), Van Landuyt, D. (Organiser), Omardeen, R. (Organiser), O’Boyle, S. (Organiser), Braffort, A. (Organiser), Roelofsen, F. (Organiser), Vanroy, B. (Organiser) & Avramidis, E. (Organiser)
15 Jun 2023Activity: Participating in or organising an event types › Organising a workshop, seminar, course etc. › Scientific
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Interpreting from a Machine Translation point of view
Blain, F. (Speaker)
2 Nov 2023Activity: Talk or presentation types › Invited talk › Scientific
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Quality Estimation, definition, overview and challenges
Blain, F. (Speaker)
26 Sept 2023Activity: Talk or presentation types › Invited talk › Scientific
Projects
- 6 Finished
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Bergamot: Browser-based Multilingual Translation
Blain, F. (Researcher)
1/01/19 → 31/12/21
Project: Research project
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Predicting Relevance and Quality of Machine Translation for Product Reviews
Blain, F. (CoPI) & Specia, L. (CoPI)
1/01/18 → 31/12/18
Project: Research project
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Predicting Relevance and Quality of News Translation
Blain, F. (CoPI) & Specia, L. (CoPI)
1/01/17 → 31/12/17
Project: Research project
Press/Media
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How to Improve Machine Translation Quality Evaluation with Domain-Specific Data
Pourmostafa Roshan Sharami, J., Shterionov, D., Blain, F., Vanmassenhove, E., De Sisto, M., Emmery, C. & Spronck, P.
26/04/23
1 item of Media coverage
Press/Media: Expert Comment