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KreolMorisienMT: A Dataset for Mauritian Creole Machine Translation

Article scientifique 2022 Anglais

Résumé

In this paper, we describe KreolMorisienMT, a dataset for benchmarking machine translation quality of Mauritian Creole.Mauritian Creole (Kreol Morisien) is a French-based creole and a lingua franca of the Republic of Mauritius.KreolMorisienMT consists of a parallel corpus between English and Kreol Morisien, French and Kreol Morisien and a monolingual corpus for Kreol Morisien.We first give an overview of Kreol Morisien and then describe the steps taken to create the corpora.Thereafter, we benchmark Kreol Morisien↔English and Kreol Morisien↔French models leveraging pre-trained models and multilingual transfer learning.Human evaluation reveals our systems' high translation quality.

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Dabre, R., Sukhoo, A. (2022). KreolMorisienMT: A Dataset for Mauritian Creole Machine Translation. https://doi.org/10.18653/v1/2022.findings-aacl.3

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Raj Dabre Aneerav Sukhoo

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