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arxiv_cs_cl · Nov 5, 2026 · paper
Source brief
SpecCTMC: Exact Speculative Simulation of Diffusion Language Model Continuous-Time Markov Chains
arxiv.orgNov 5, 2026
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In brief
Masked diffusion language models offer parallel text generation, but independently sampling multiple tokens can disrupt their dependencies and change the output distribution. Exact continuous-time sampling avoids this...
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