CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models

To measure some forms of social bias in language models against protected demographic groups in the US, we introduce the Crowdsourced Stereotype Pairs benchmark (CrowS-Pairs).

CrowS-Pairs has 1508 examples that cover stereotypes dealing with nine types of bias, like race, religion, and age.