Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models

Kang He, Yinghan Long, Kaushik Roy

Prompt-based learning is susceptible to intrinsic bias present in pre-trained language models (LMs), leading to sub-optimal performance in prompt-based zero/few-shot settings. In t…