Conf42: Prompt Engineering 2025

Beyond semantic retrievers: leveraging LLMs for question-based document ranking

We improved complex document retrieval by using an LLM-driven pairwise ranking approach, prompting the model to judge which document better answers a question. This method outperformed traditional retrievers, boosting recall@k in sspecial retrieval scenarios.