Papers by Xabier Soto
Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation (2020.acl-main)
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| Challenge: | incorporating backtranslated data from different sources has led to improved results in machine translation (MT) |
| Approach: | They use a low-resource use-case and a high-resourced language pair to test different backtranslation scenarios and employ data selection to optimise the synthetic corpora. |
| Outcome: | The proposed method reduces the amount of data used while maintaining high-quality MT systems. |