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Improving Multilingual Models with Language-Clustered Vocabularies
State-of-the-art multilingual models depend on vocabularies that cover all of the languages the model will expect to see at inference time, but the standard methods for generating those vocabularies are not ideal for massively multilingual applications.
The Herbarium Challenge 2019 Dataset
Herbarium sheets are invaluable for botanical research, and considerable time and effort is spent by experts to label and identify specimens on them.
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