Papers by Wael Abid
The SADID Evaluation Datasets for Low-Resource Spoken Language Machine Translation of Arabic Dialects (2020.coling-main)
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| Challenge: | Low-resource Machine Translation (LRT) models are still lagging behind on low-resourced language pairs due to the scarcity of parallel training data. |
| Approach: | They introduce benchmark datasets for Arabic and its dialects to examine their properties . they bootstrap existing parallel sentences and complement this with multilingual training . |
| Outcome: | The proposed method bootstraps existing parallel sentences and complements multilingual training to achieve strong baselines. |