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Equal accuracy for Andrew and Abubakar-detecting and mitigating bias in name-ethnicity classification algorithms.
UNLABELLED: Uncovering the world's ethnic inequalities is hampered by a lack of ethnicity-annotated datasets. Name-ethnicity classifiers (NECs) can help, as they are able to infer people's ethnicities from their names. However...