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Sumit
reachsumit.com
did:plc:iakjx7d3ypfa5ycegrylvt2m
Can LLM Rerankers Predict Their Own Ranking Performance?
Introduces reranker-internal query performance prediction, showing self-consistency is well-calibrated while verbalized confidence is overconfident, and proposes two supervised methods to fix it.
š arxiv.org/abs/2606.03535
https://arxiv.org/abs/2606.03535
2026-06-04T06:39:32.964Z