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The Ubiqus English-Inuktitut System for WMT20
November 18, 2020 ยท Declared Dead ยท ๐ Conference on Machine Translation
"No code URL or promise found in abstract"
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Authors
Franรงois Hernandez, Vincent Nguyen
arXiv ID
2011.09249
Category
cs.CL: Computation & Language
Citations
6
Venue
Conference on Machine Translation
Last Checked
4 months ago
Abstract
This paper describes Ubiqus' submission to the WMT20 English-Inuktitut shared news translation task. Our main system, and only submission, is based on a multilingual approach, jointly training a Transformer model on several agglutinative languages. The English-Inuktitut translation task is challenging at every step, from data selection, preparation and tokenization to quality evaluation down the line. Difficulties emerge both because of the peculiarities of the Inuktitut language as well as the low-resource context.
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