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

arXiv:2610.32212v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have gained widespread adoption in various natural language processing tasks, but suffer from hallucination issues where they generate unfaithful or inconsistent content. Wh