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:
- 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)
- PDF:
- https://preview.aclanthology.org/proper-vol2-ingestion/2021.wmt-1.86.pdf