CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task

Martin Popel, Jindřich Libovický, Jindřich Helcl


Abstract
We present Charles University submissions to the WMT 22 GeneralTranslation Shared Task on Czech-Ukrainian and Ukrainian-Czech machine translation. We present two constrained submissions based on block back-translation and tagged back-translation and experiment with rule-basedromanization of Ukrainian. Our results show that the romanization onlyhas a minor effect on the translation quality.Further, we describe Charles Translator,a system that was developed in March 2022 as a response to the migrationfrom Ukraine to the Czech Republic. Compared to our constrained systems,it did not use the romanization and used some proprietary data sources.
Anthology ID:
2022.wmt-1.30
Volume:
Proceedings of the Seventh Conference on Machine Translation (WMT)
Month:
December
Year:
2022
Address:
Abu Dhabi, United Arab Emirates (Hybrid)
Venue:
WMT
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
352–357
Language:
URL:
https://aclanthology.org/2022.wmt-1.30
DOI:
Bibkey:
Cite (ACL):
Martin Popel, Jindřich Libovický, and Jindřich Helcl. 2022. CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task. In Proceedings of the Seventh Conference on Machine Translation (WMT), pages 352–357, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.
Cite (Informal):
CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task (Popel et al., WMT 2022)
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PDF:
https://preview.aclanthology.org/ingestion-script-update/2022.wmt-1.30.pdf