Invisibilization as a Source of Probability Bias in Language Models

Christian Arnold, Ernesto Calvo, Guadalupe Gonzalez +2

Language models are aligned to avoid using protected attributes such as race, ethnicity, and gender to inform their responses. Therefore, they increasingly refuse or hedge when suc…