04:00
2026-06-17
arxiv.org
large-language-models
Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty
Researchers propose structural uncertainty, a framework that measures consistency in LLM logical reasoning by analyzing self-preference-induced rankings over sampled solutions. Across five LLMs and ei…