AfricaBias: African Bias Detection Dataset for Swahili, French, isiZulu, and Hausa
Dataset Summary
AfricaBias is a multilingual bias detection dataset containing 60,234 annotated sentences across Swahili (24,289), French (10,996), isiZulu (14,783), and Hausa (10,166). It was developed by Makini AI to address the critical shortage of African-language bias benchmarks. Each sentence is labeled across four bias categories: neutral, stereotype, counter-stereotype, and… See the full description on the dataset page: https://huggingface.co/datasets/MakiniAI/africabias-sw-fr.