VERA: Verdict-Conditioned Reliability for Adaptive LLM Judges

arXiv:2610.05452 · cs.LG · Submitted 2026-10-04 · Read on arXiv

cs.LG

Submitted: 2026-10-04

Updated: 2026-10-04

Terminology

• LLM judge — 1× in this paper · explained in 2 episodes

Sources

• ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
• The Value Axis: Language Models Encode Whether They're on the Right Track
• Language Models (Mostly) Know What They Know
• Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
• Qwen3 Technical Report

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