Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling

arXiv:2512.19905 · cs.LG, cs.AI · Submitted 2025-12-22 · Read on arXiv

cs.LG, cs.AI

Submitted: 2025-12-22

Updated: 2026-10-02

Terminology

• Generalization — 4× in this paper · explained in 13 episodes
• LLM-as-a-Judge — 2× in this paper · explained in 3 episodes

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