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cs.CL2026
DAWN: Dependency-Aware Fast Inference for Diffusion LLMs
Lizhuo Luo, Zhuoran Shi, Jiajun Luo +4
Diffusion large language models (dLLMs) have shown advantages in text generation, particularly due to their inherent ability for parallel decoding. However, constrained by the qual…
cs.CL2025
Cochain: Balancing Insufficient and Excessive Collaboration in LLM Agent Workflows
Jiaxing Zhao, Hongbin Xie, Yuzhen Lei +6
Large Language Models (LLMs) have demonstrated impressive performance in executing complex reasoning tasks. Chain-of-thought effectively enhances reasoning capabilities by unlockin…