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Backbone-Adaptive Evidence Routing for Robust Pairwise LLM Judging

Li, Zeyan et al.
arXiv (All) · Papers
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Pairwise language-model judges can gather evidence through direct comparison, reasoning, or reference-based verification, but no single protocol is best across benchmarks and judge backbones. We introduce Backbone-Adaptive Evidence Routing (BAER), which adapts the evidence mechanism while preserving
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