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Equal Ranking Quality, Different Decisions: Measuring and Reducing Order Dependence in LLM Scorers
In passage reranking, response ranking and multi-document question answering, LLMs can score several candidate documents or responses together in one prompt, each still receiving its own score. Such scorers are selected on ranking quality, but their scores determine a decision: what a score threshol
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