Streamlining Conformal Information Retrieval via Score Refinement: Reducing Conformal Set Sizes While Maintaining Statistical Guarantees

This paper introduces a novel score refinement method for conformal information retrieval that significantly reduces the size of retrieved sets while preserving statistical guarantees, enhancing efficiency without sacrificing accuracy.