ReBOL: Retrieval via Bayesian Optimization with Batched LLM Relevance Observations and Query Reformulation

Anton Korikov, Scott Sanner

LLM-reranking is limited by the top-k documents retrieved by vector similarity, which neither enables contextual query-document token interactions nor captures multimodal relevance…