PRHLT’s Submission to WLAC 2023

Angel Navarro, Miguel Domingo, Francisco Casacuberta


Abstract
This paper describes our submission to the Word-Level AutoCompletion shared task of WMT23. We participated in the English–German and German–English categories. We extended our last year segment-based interactive machine translation approach to address its weakness when no context is available. Additionally, we fine-tune the pre-trained mT5 large language model to be used for autocompletion.
Anthology ID:
2023.wmt-1.78
Volume:
Proceedings of the Eighth Conference on Machine Translation
Month:
December
Year:
2023
Address:
Singapore
Editors:
Philipp Koehn, Barry Haddow, Tom Kocmi, Christof Monz
Venue:
WMT
SIG:
SIGMT
Publisher:
Association for Computational Linguistics
Note:
Pages:
877–881
Language:
URL:
https://aclanthology.org/2023.wmt-1.78
DOI:
10.18653/v1/2023.wmt-1.78
Bibkey:
Cite (ACL):
Angel Navarro, Miguel Domingo, and Francisco Casacuberta. 2023. PRHLT’s Submission to WLAC 2023. In Proceedings of the Eighth Conference on Machine Translation, pages 877–881, Singapore. Association for Computational Linguistics.
Cite (Informal):
PRHLT’s Submission to WLAC 2023 (Navarro et al., WMT 2023)
Copy Citation:
PDF:
https://aclanthology.org/2023.wmt-1.78.pdf