Abstract
In this paper we present the FJWU’s system submitted to the biomedical shared task at WMT21. We prepared state-of-the-art multilingual neural machine translation systems for three languages (i.e. German, Spanish and French) with English as target language. Our NMT systems based on Transformer architecture, were trained on combination of in-domain and out-domain parallel corpora developed using Information Retrieval (IR) and domain adaptation techniques.- Anthology ID:
- 2021.wmt-1.86
- Volume:
- Proceedings of the Sixth Conference on Machine Translation
- Month:
- November
- Year:
- 2021
- Address:
- Online
- Editors:
- Loic Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussa, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Tom Kocmi, Andre Martins, Makoto Morishita, Christof Monz
- Venue:
- WMT
- SIG:
- SIGMT
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 857–862
- Language:
- URL:
- https://aclanthology.org/2021.wmt-1.86
- DOI:
- Bibkey:
- Cite (ACL):
- Sumbal Naz, Sadaf Abdul Rauf, and Sami Ul Haq. 2021. FJWU Participation for the WMT21 Biomedical Translation Task. In Proceedings of the Sixth Conference on Machine Translation, pages 857–862, Online. Association for Computational Linguistics.
- Cite (Informal):
- FJWU Participation for the WMT21 Biomedical Translation Task (Naz et al., WMT 2021)
- Copy Citation:
- PDF:
- https://aclanthology.org/2021.wmt-1.86.pdf
Export citation
@inproceedings{naz-etal-2021-fjwu, title = "{FJWU} Participation for the {WMT}21 Biomedical Translation Task", author = "Naz, Sumbal and Abdul Rauf, Sadaf and Haq, Sami Ul", editor = "Barrault, Loic and Bojar, Ondrej and Bougares, Fethi and Chatterjee, Rajen and Costa-jussa, Marta R. and Federmann, Christian and Fishel, Mark and Fraser, Alexander and Freitag, Markus and Graham, Yvette and Grundkiewicz, Roman and Guzman, Paco and Haddow, Barry and Huck, Matthias and Yepes, Antonio Jimeno and Koehn, Philipp and Kocmi, Tom and Martins, Andre and Morishita, Makoto and Monz, Christof", booktitle = "Proceedings of the Sixth Conference on Machine Translation", month = nov, year = "2021", address = "Online", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2021.wmt-1.86", pages = "857--862", abstract = "In this paper we present the FJWU{'}s system submitted to the biomedical shared task at WMT21. We prepared state-of-the-art multilingual neural machine translation systems for three languages (i.e. German, Spanish and French) with English as target language. Our NMT systems based on Transformer architecture, were trained on combination of in-domain and out-domain parallel corpora developed using Information Retrieval (IR) and domain adaptation techniques.", }
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%0 Conference Proceedings %T FJWU Participation for the WMT21 Biomedical Translation Task %A Naz, Sumbal %A Abdul Rauf, Sadaf %A Haq, Sami Ul %Y Barrault, Loic %Y Bojar, Ondrej %Y Bougares, Fethi %Y Chatterjee, Rajen %Y Costa-jussa, Marta R. %Y Federmann, Christian %Y Fishel, Mark %Y Fraser, Alexander %Y Freitag, Markus %Y Graham, Yvette %Y Grundkiewicz, Roman %Y Guzman, Paco %Y Haddow, Barry %Y Huck, Matthias %Y Yepes, Antonio Jimeno %Y Koehn, Philipp %Y Kocmi, Tom %Y Martins, Andre %Y Morishita, Makoto %Y Monz, Christof %S Proceedings of the Sixth Conference on Machine Translation %D 2021 %8 November %I Association for Computational Linguistics %C Online %F naz-etal-2021-fjwu %X In this paper we present the FJWU’s system submitted to the biomedical shared task at WMT21. We prepared state-of-the-art multilingual neural machine translation systems for three languages (i.e. German, Spanish and French) with English as target language. Our NMT systems based on Transformer architecture, were trained on combination of in-domain and out-domain parallel corpora developed using Information Retrieval (IR) and domain adaptation techniques. %U https://aclanthology.org/2021.wmt-1.86 %P 857-862
Markdown (Informal)
[FJWU Participation for the WMT21 Biomedical Translation Task](https://aclanthology.org/2021.wmt-1.86) (Naz et al., WMT 2021)
- FJWU Participation for the WMT21 Biomedical Translation Task (Naz et al., WMT 2021)
ACL
- Sumbal Naz, Sadaf Abdul Rauf, and Sami Ul Haq. 2021. FJWU Participation for the WMT21 Biomedical Translation Task. In Proceedings of the Sixth Conference on Machine Translation, pages 857–862, Online. Association for Computational Linguistics.