Research output per year
Research output per year
Personal profile
Education/Academic qualification
Applied Mathematics, University of L'Aquila
Sep 2015 → Sep 2017
Award Date: 19 Sep 2017
Applied Mathematics, Instituto Tecnologico Autonomo de Mexico
Aug 2008 → Feb 2014
Award Date: 21 Feb 2014
Fields of Science
- 6121 Languages
- Natural Language Processing
- Language Technology
- Computational Linguistics
- Neural Machine Translation
- 111 Mathematics
- Applied Mathematics
- Mathematical Modelling
- Discrete Optimization
- Linear and non-Linear Optimization
- 112 Statistics and probability
- Bayesian Modelling
- Time Series Filtering
- 113 Computer and information sciences
- Computational Mathematics
- Machine Learning
- Evaluation methods
International and National Collaboration
Publications and projects within past five years.
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Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation
Boggia, M., Grönroos, S-A., Loppi, N., Mickus, T., Raganato, A., Tiedemann, J. & Vazquez, R., May 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). Alumäe, T. & Fishel, M. (eds.). Tartu: University of Tartu Library, p. 238–247 10 p. (NEALT Proceedings Series Publisher name; no. 52).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task
De Gibert Bonet, O., Vázquez, R., Aulamo, M., Scherrer, Y., Virpioja, S. & Tiedemann, J., 1 Jul 2023, Proceedings of the Workshop on Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP). Mager, M., Ebrahimi, A. & Oncevay, et al., A. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 177-191 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
A Closer Look at Parameter Contributions When Training Neural Language and Translation Models
Vazquez, R., Celikkanat, H., Ravishankar, V., Creutz, M. & Tiedemann, J., Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. Calzolari, N., Huang, C-R. & Kim, et al., H. (eds.). Gyeongju: International Committee on Computational Linguistics, p. 4788-4800 13 p. (International conference on computational linguistics; vol. 29, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Latest Development in the FoTran Project – Scaling Up Language Coverage in Neural Machine Translation Using Distributed Training with Language-Specific Components
Vazquez, R., Boggia, M., Raganato, A., Loppi, N. A., Grönroos, S-A. & Tiedemann, J., 2022, Proceedings of the 23rd Annual Conference of the European Association for Machine Translation. Moniz, H., Macken, L. & Rufener, et al., A. (eds.). Geneva: European Association for Machine Translation, p. 311-312 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation
Raganato, A., Vázquez, R., Creutz, M. & Tiedemann, J., 1 Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Moens, M-F., Huang, X., Specia, L. & Wen-tau Yih, S. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 8449-8456 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
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Uncertainty-aware neural language models
Tiedemann, J., Celikkanat, H., Virpioja, S. P. & Vazquez , R.
Academy of Finland, Suomen Akatemia Projektilaskutus
01/01/2022 → 01/10/2025
Project: Research project
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FoTran: Found in Translation - Natural Language Understanding with Cross-Lingual Grounding
Attieh, J., Aulamo, M., Boggia, M., Celikkanat, H., De Gibert Bonet, O., Grönroos, S., Mickus, T., Raganato, A., Scherrer, Y., Sjöblom, E. I., Talman, A., Vazquez , R., Virpioja, S. P., Yli-Jyrä, A., Zosa, E., Tiedemann, J., Celikkanat, H., Raganato, A., Silfverberg, M., Sulubacak, U. & Vazquez , R.
01/09/2018 → 29/02/2024
Project: EU Horizon 2020: European Research Council: Consolidator Grant (H2020-ERC-COG)
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MeMAD: Methods for Managing Audiovisual Data: Combining Automatic Efficiency with Human Accuracy
Hirvonen, M., Tiedemann, J., Tiittula, L., Sulubacak, U., Vazquez , R. & Koponen, M.
European Commission / Horizon 2020
01/01/2018 → 31/03/2021
Project: Research project
Activities
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UnGroundNLP-2022: Uncertainty and Grounding in Language and Translation Modelling
Raul Vazquez (Attendee)
2022Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Nordic Probabilistic AI school: ProbAI
Raul Vazquez (Attendee)
13 Jun 2021 → 17 Jun 2021Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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NLPL 2018 winter school
Raul Vazquez (Attendee)
2019 → …Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Athens Natural Language Processing Summer School
Raul Vazquez (Attendee)
18 Sep 2019 → 25 Sep 2019Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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OpenNMT Paris Workshop 2018
Raul Vazquez Carrillo (Attendee)
2 Mar 2018 → 3 Mar 2018Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars