Free-form Association Tasks Reveal Stereotype Hallucination in Large Language Models

Xinrui Chloe Zhao, Douglas Guilbeault, Amir Goldberg

Recent studies argue that LLMs can predict human stereotypical judgments. Yet whether LLMs emulate the cognitive processes underlying human stereotypes, or merely retrieve learned…