Post-Calibration Reliability Reranking of Relevance Decisions via Label-wise Monotone Projection

Inwoo Tae, Yongjae Lee

Web search, product search, and question-answering retrieval systems often assign a relevance label and confidence score to each query-candidate pair. The relevance label describes…