Calibrate Before Use: Improving Few-Shot Performance of Language Models

Tony Z. Zhao, Eric Wallace, Shi Feng +2

GPT-3 can perform numerous tasks when provided a natural language prompt that contains a few training examples. We show that this type of few-shot learning can be unstable: the cho…