Abstract
This paper describes the machine translation systems developed by the Barcelona Supercomputing (BSC) team for the biomedical translation shared task of WMT19. Our system is based on Neural Machine Translation unsing the OpenNMT-py toolkit and Transformer architecture. We participated in four translation directions for the English/Spanish and English/Portuguese language pairs. To create our training data, we concatenated several parallel corpora, both from in-domain and out-of-domain sources, as well as terminological resources from UMLS.- Anthology ID:
- W19-5422
- Volume:
- Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)
- Month:
- August
- Year:
- 2019
- Address:
- Florence, Italy
- Editors:
- Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, André Martins, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana Neves, Matt Post, Marco Turchi, Karin Verspoor
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 175–178
- Language:
- URL:
- https://aclanthology.org/W19-5422
- DOI:
- 10.18653/v1/W19-5422
- Bibkey:
- Cite (ACL):
- Felipe Soares and Martin Krallinger. 2019. BSC Participation in the WMT Translation of Biomedical Abstracts. In Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), pages 175–178, Florence, Italy. Association for Computational Linguistics.
- Cite (Informal):
- BSC Participation in the WMT Translation of Biomedical Abstracts (Soares & Krallinger, WMT 2019)
- Copy Citation:
- PDF:
- https://aclanthology.org/W19-5422.pdf
Export citation
@inproceedings{soares-krallinger-2019-bsc,
title = "{BSC} Participation in the {WMT} Translation of Biomedical Abstracts",
author = "Soares, Felipe and
Krallinger, Martin",
editor = "Bojar, Ond{\v{r}}ej and
Chatterjee, Rajen and
Federmann, Christian and
Fishel, Mark and
Graham, Yvette and
Haddow, Barry and
Huck, Matthias and
Yepes, Antonio Jimeno and
Koehn, Philipp and
Martins, Andr{\'e} and
Monz, Christof and
Negri, Matteo and
N{\'e}v{\'e}ol, Aur{\'e}lie and
Neves, Mariana and
Post, Matt and
Turchi, Marco and
Verspoor, Karin",
booktitle = "Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)",
month = aug,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W19-5422",
doi = "10.18653/v1/W19-5422",
pages = "175--178",
abstract = "This paper describes the machine translation systems developed by the Barcelona Supercomputing (BSC) team for the biomedical translation shared task of WMT19. Our system is based on Neural Machine Translation unsing the OpenNMT-py toolkit and Transformer architecture. We participated in four translation directions for the English/Spanish and English/Portuguese language pairs. To create our training data, we concatenated several parallel corpora, both from in-domain and out-of-domain sources, as well as terminological resources from UMLS.",
}
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%0 Conference Proceedings %T BSC Participation in the WMT Translation of Biomedical Abstracts %A Soares, Felipe %A Krallinger, Martin %Y Bojar, Ondřej %Y Chatterjee, Rajen %Y Federmann, Christian %Y Fishel, Mark %Y Graham, Yvette %Y Haddow, Barry %Y Huck, Matthias %Y Yepes, Antonio Jimeno %Y Koehn, Philipp %Y Martins, André %Y Monz, Christof %Y Negri, Matteo %Y Névéol, Aurélie %Y Neves, Mariana %Y Post, Matt %Y Turchi, Marco %Y Verspoor, Karin %S Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2) %D 2019 %8 August %I Association for Computational Linguistics %C Florence, Italy %F soares-krallinger-2019-bsc %X This paper describes the machine translation systems developed by the Barcelona Supercomputing (BSC) team for the biomedical translation shared task of WMT19. Our system is based on Neural Machine Translation unsing the OpenNMT-py toolkit and Transformer architecture. We participated in four translation directions for the English/Spanish and English/Portuguese language pairs. To create our training data, we concatenated several parallel corpora, both from in-domain and out-of-domain sources, as well as terminological resources from UMLS. %R 10.18653/v1/W19-5422 %U https://aclanthology.org/W19-5422 %U https://doi.org/10.18653/v1/W19-5422 %P 175-178
Markdown (Informal)
[BSC Participation in the WMT Translation of Biomedical Abstracts](https://aclanthology.org/W19-5422) (Soares & Krallinger, WMT 2019)
- BSC Participation in the WMT Translation of Biomedical Abstracts (Soares & Krallinger, WMT 2019)
ACL
- Felipe Soares and Martin Krallinger. 2019. BSC Participation in the WMT Translation of Biomedical Abstracts. In Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), pages 175–178, Florence, Italy. Association for Computational Linguistics.