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

SOPO: Socratic Guided Policy Optimization for Span-Level Hallucination Detection
Detecting Hallucination in LLMs: Tracing the Topological Signatures of Impaired Context Sharing

Analyze attention graph topology to detect hallucinations in LLMs using Forman-Ricci curvature and impaired context sharing patterns.