$D^2$-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing 文章

ArXiv CS.AI2026-05-26NEWSen作者: Aoxi Liu, Yupeng Chen, James Oldfield, Guanzhe Hong, Junchi Yu, Baoyuan Wu, Philip Torr, Adel Bibi
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$D^2$-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing · 相关技术

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ginORMODELLMlanguage modelsafetydenoisingautoregressiveStraight-Through EstimatorStanSAFEParts-of-Speech (POS) tagsPROBENLINATLMMlarge language modelsICTForFFIEffort Metric AttentionDiffusion large language modelsDiffusionCISARGANN