SOPO: Socratic Guided Policy Optimization for Span-Level Hallucination Detection

arXiv:2610.32212 · cs.CL, cs.AI · Submitted 2026-10-23 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-10-23

Updated: 2026-10-23

Terminology

• Hallucination — 1× in this paper · explained in 4 episodes
• Hallucination Detection — 1× in this paper · explained in 2 episodes

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