REARANK: Reasoning Re-ranking Agent via Reinforcement Learning

Le Zhang, Bo Wang, Xipeng Qiu +2

We present REARANK, a large language model (LLM)-based listwise reasoning reranking agent. REARANK explicitly reasons before reranking, significantly improving both performance and…