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

no code implementations • 15 Feb 2024 • Kang He, Yinghan Long, Kaushik Roy

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

Fairness Few-Shot Learning +4