CUNI Systems for the WMT22 Czech-Ukrainian Translation Task

December 01, 2022 ยท Declared Dead ยท ๐Ÿ› Conference on Machine Translation

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Authors Martin Popel, Jindล™ich Libovickรฝ, Jindล™ich Helcl arXiv ID 2212.00486 Category cs.CL: Computation & Language Citations 8 Venue Conference on Machine Translation Last Checked 4 months ago
Abstract
We present Charles University submissions to the WMT22 General Translation 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-based romanization of Ukrainian. Our results show that the romanization only has 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 migration from Ukraine to the Czech Republic. Compared to our constrained systems, it did not use the romanization and used some proprietary data sources.
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