Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi +2

Detecting social bias in text is challenging due to nuance, subjectivity, and difficulty in obtaining good quality labeled datasets at scale, especially given the evolving nature o…