FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models

Yanhong Bai, Jiabao Zhao, Jinxin Shi +3

Detecting stereotypes and biases in Large Language Models (LLMs) can enhance fairness and reduce adverse impacts on individuals or groups when these LLMs are applied. However, the…