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Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement
跳出传统校验框架，用证据结构和不确定性指导选择性修正，给LLM验证提供了新思路。
arXiv:2608.10725v1 Announce Type: new Abstract: Large language models (LLMs) often rely on shortcuts rather than systematic reasoning, raising safety …