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The University of Edinburgh's English-German and English-Hausa Submissions to the WMT21 News Translation Task

Publication at Faculty of Mathematics and Physics |
2021

Abstract

This paper presents the University of Edinburgh's constrained submissions of English-German and English-Hausa systems to the WMT 2021 shared task on news translation. We build En-De systems in three stages: corpus filtering, back-translation, and fine-tuning.

For En-Ha we use an iterative back-translation approach on top of pre-trained En-De models and investigate vocabulary embedding mapping.