Anthony Dubreuil

Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ?

Large Language Models inherit stereotypes from their pretraining data, leading to biased behavior toward certain social groups in many Natural Language Processing tasks, such as hateful speech detection or sentiment analysis. Surprisingly, the evaluation of this kind of bias in stance detection meth