REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment

Zhengze Huang, Luyang Yu, Di Hong +5

Large reasoning models (LRMs) are prone to hallucination, which undermines their reliability and poses challenges for safe deployment. Hallucinations in LRMs arise from two distinc…