2 results

gsarti/flores_101

inall models datasets apps agents people projects

Datasets

All datasets matching “gsarti/flores_101”

gsarti /flores_101One of the biggest challenges hindering progress in low-resource and multilingual machine translation is the lack of good evaluation benchmarks. Current evaluation benchmarks either lack good coverage of low-resource languages, consider only restricted domains, or are low quality because they are constructed using semi-automatic procedures. In this work, we introduce the FLORES evaluation benchmark, consisting of 3001 sentences extracted from English Wikipedia and covering a variety of different topics and domains. These sentences have been translated in 101 languages by professional translators through a carefully controlled process. The resulting dataset enables better assessment of model quality on the long tail of low-resource languages, including the evaluation of many-to-many multilingual translation systems, as all translations are multilingually aligned. By publicly releasing such a high-quality and high-coverage dataset, we hope to foster progress in the machine translation community and beyond.tabulartext-generation100K<n<1M33 likes26k downloads4y agoHugging Face

Apps

All apps matching “gsarti/flores_101”

datasets-topics /gsarti-flores_101static0 likes2y agoHugging Face