Validating the comparison, not just the scorer: overall accuracy can mislead in interactive LLM evaluation
Read the original at arxiv.org→arXiv:2610.31678v1 Announce Type: new Abstract: Many LLM studies compare how models respond to different follow-up prompts. For example, one prompt may neutrally ask a model to reconsider, while another insists that...
Original headline: "Validating the Comparison, Not Just the Scorer: Why Overall Accuracy Can Mislead in Interactive LLM Evaluation"
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- Oct 26, 04:00 UTC arXiv cs.CL lead source Validating the Comparison, Not Just the Scorer: Why Overall Accuracy Can Mislead in Interactive LLM Evaluation