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2021 EMNLP EMNLP 2021

Allegro.eu Submission to WMT21 News Translation Task

Abstract

AbstractWe submitted two uni-directional models, one for English→Icelandic direction and other for Icelandic→English direction. Our news translation system is based on the transformer-big architecture, it makes use of corpora filtering, back-translation and forward translation applied to parallel and monolingual data alike

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Mikołaj Koszowski, Karol Grzegorczyk, Tsimur Hadeliya

Topics

Machine Learning > Learning Types > Self-Supervised Learning Deep Learning > Architectures > Transformers Natural Language Processing > Applications > Machine Translation Deep Learning > Learning Types > Transfer Learning Deep Learning > Learning Types > Machine Translation

Keywords

transformer architecture neural machine translation monolingual data back translation parallel data corpus filtering forward translation
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