Automatic Prompt Selection: Optimizing Prompts for Large Language Models to Enhance Zero-Shot Question Answering Performance

An effective approach to automatically select the optimal prompt for a given input from a finite set of synthetic candidate prompts, balancing prompt generality-specificity and eliminating the need for resource-intensive training and inference.