The SPECTRANS System Description for the WMT22 Biomedical Task

Nicolas Ballier, Jean-baptiste Yunès, Guillaume Wisniewski, Lichao Zhu, Maria Zimina

Abstract
This paper describes the SPECTRANS submission for the WMT 2022 biomedical shared task. We present the results of our experiments using the training corpora and the JoeyNMT (Kreutzer et al., 2019) and SYSTRAN Pure Neural Server/ Advanced Model Studio toolkits for the language directions English to French and French to English. We compare the pre- dictions of the different toolkits. We also use JoeyNMT to fine-tune the model with a selection of texts from WMT, Khresmoi and UFAL data sets. We report our results and assess the respective merits of the different translated texts.
Anthology ID:
2022.wmt-1.82
Volume:
Proceedings of the Seventh Conference on Machine Translation (WMT)
Month:
December
Year:
2022
Address:
Abu Dhabi, United Arab Emirates (Hybrid)
Editors:
Philipp Koehn, Loïc Barrault, Ondřej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Tom Kocmi, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri, Aurélie Névéol, Mariana Neves, Martin Popel, Marco Turchi, Marcos Zampieri
Venue:
WMT
SIG:
SIGMT
Publisher:
Association for Computational Linguistics
Note:
Pages:
895–900
Language:
URL:
https://aclanthology.org/2022.wmt-1.82
DOI:
Bibkey:
Cite (ACL):
Nicolas Ballier, Jean-baptiste Yunès, Guillaume Wisniewski, Lichao Zhu, and Maria Zimina. 2022. The SPECTRANS System Description for the WMT22 Biomedical Task. In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 895–900, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.
Cite (Informal):
The SPECTRANS System Description for the WMT22 Biomedical Task (Ballier et al., WMT 2022)
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PDF:
https://preview.aclanthology.org/nschneid-patch-4/2022.wmt-1.82.pdf
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