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arXiv cs.AI· Haotian Liu, Yingjian Chen, Xiaohang Xu, Lang Huang, Yusuke Iwasawa, Yutaka Matsuo, Irene Li·· 8 小时前AI 评分24

DDRG:通过推理图对齐实现 LLM 推理的细粒度纠错

Beyond Answer Voting: Fine-Grained Correction of LLM Reasoning through Graph Alignment across Sampled Traces

AI 导读

DDRG(Disagreement-Driven Verification Guided by Reasoning Graphs)是一个从冻结推理轨迹库中进行选择性纠错的框架,通过构建基于来源的声明图并将局部冲突交给答案盲验证器,触发一次聚焦修复,否则返回原始自一致性投票结果。

来源:arXiv cs.AI · arxiv.org