Counterfactual Pairwise Augmentation Improves Small Pointwise LLM Judges

arXiv:2610.41149 · cs.AI · Submitted 2026-10-30 · Read on arXiv

cs.AI

Submitted: 2026-10-30

Updated: 2026-10-30

Terminology

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

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