An Investigation of Prompt Variations for Zero-shot LLM-based Rankers

Shuoqi Sun, Shengyao Zhuang, Shuai Wang +1

We provide a systematic understanding of the impact of specific components and wordings used in prompts on the effectiveness of rankers based on zero-shot Large Language Models (LL…