An adaptive early-stopping rule for repeated LLM judgments cuts position-bias mitigation cost by roughly 80 percent while keeping the consensus result.
https://huggingface.co/datasets/jondurbin/ py-dpo-v0.1/tree/main (2024), accessed: 17-Feb-2025
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Adaptive Repetition for Mitigating Position Bias in LLM-Based Ranking
An adaptive early-stopping rule for repeated LLM judgments cuts position-bias mitigation cost by roughly 80 percent while keeping the consensus result.