Multimodal datasets: misogyny, pornography, and malignant stereotypes

Abeba Birhane, Vinay Uday Prabhu, Emmanuel Kahembwe

We have now entered the era of trillion parameter machine learning models trained on billion-sized datasets scraped from the internet. The rise of these gargantuan datasets has giv…