GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation

arXiv:2404.03746v1 Announce Type: cross
Abstract: Query Reformulation(QR) is a set of techniques used to transform a user's original search query to a text that better aligns with the user's intent and improves their search experience. Recently, zero-shot QR has been shown to be a promising approach due to its ability to exploit knowledge inherent in large language models. By taking inspiration from the success of ensemble prompting strategies which have benefited many tasks, we investigate if they can help improve …

abstract arxiv cs.ai cs.cl cs.ir ensemble experience generative llm prompting query search set text type zero-shot