FJWU Participation for the WMT21 Biomedical Translation Task

Sumbal Naz, Sadaf Abdul Rauf, Sami Ul Haq


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
Venues:
EMNLP | 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