Pétur Orri Ragnarson

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2021

pdf bib
Miðeind’s WMT 2021 Submission
Haukur Barri Símonarson | Vésteinn Snæbjarnarson | Pétur Orri Ragnarson | Haukur Jónsson | Vilhjalmur Thorsteinsson
Proceedings of the Sixth Conference on Machine Translation

We present Miðeind’s submission for the English→Icelandic and Icelandic→English subsets of the 2021 WMT news translation task. Transformer-base models are trained for translation on parallel data to generate backtranslations teratively. A pretrained mBART-25 model is then adapted for translation using parallel data as well as the last backtranslation iteration. This adapted pretrained model is then used to re-generate backtranslations, and the training of the adapted model is continued.
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