Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models

Yang Trista Cao, Anna Sotnikova, Hal Daumé +2

NLP models trained on text have been shown to reproduce human stereotypes, which can magnify harms to marginalized groups when systems are deployed at scale. We adapt the Agency-Be…