arXiv 2610.02193 · cs.CL · 2026-10-01
Hierarchical Continuous Diffusion Language Models
Hui Ren, Zihan Li, Chang Liu, Huidong Liu, Alexander Schwing
University of Illinois at Urbana-Champaign
In latest · #122 Added on 2026-10-21
One-line takeaway
Hierarchical continuous diffusion LMs tie the denoised continuous state to valid tokens, improving coherence of parallel decoding.
分层连续扩散语言模型在连续状态去噪的同时约束到合法 token，改善并行解码的一致性。
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