Miðeind's WMT 2021 submission
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Miðeind's WMT 2021 submission. / Símonarson, Haukur Barri; Snæbjarnarson, Vésteinn; Ragnarsson, Pétur Orri; Jónsson, Haukur Páll; Porsteinsson, Vilhjálmur.
WMT 2021 - 6th Conference on Machine Translation, Proceedings. Association for Computational Linguistics (ACL), 2021. p. 136-139.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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TY - GEN
T1 - Miðeind's WMT 2021 submission
AU - Símonarson, Haukur Barri
AU - Snæbjarnarson, Vésteinn
AU - Ragnarsson, Pétur Orri
AU - Jónsson, Haukur Páll
AU - Porsteinsson, Vilhjálmur
N1 - Funding Information: This project was supported by the Language Technology Programme for Icelandic 2019–2023. The programme, which is managed and coordinated by Almannarómur, is funded by the Icelandic Ministry of Education, Science and Culture. Publisher Copyright: © 2021 Association for Computational Linguistics
PY - 2021
Y1 - 2021
N2 - 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 iteratively. 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.
AB - 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 iteratively. 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.
UR - http://www.scopus.com/inward/record.url?scp=85127143543&partnerID=8YFLogxK
M3 - Article in proceedings
AN - SCOPUS:85127143543
SP - 136
EP - 139
BT - WMT 2021 - 6th Conference on Machine Translation, Proceedings
PB - Association for Computational Linguistics (ACL)
T2 - 6th Conference on Machine Translation, WMT 2021
Y2 - 10 November 2021 through 11 November 2021
ER -
ID: 371184978