Exploring More, Reasoning Better: Stepwise Risk-Sensitive GRPO for Diffusion Language Models.

arXiv:2610.00661v3 Announce Type: replace-cross Abstract: Diffusion large language models (dLLMs) generate text by denoising a sequence or successive blocks, allowing several tokens to be revealed in parallel. Reinforcement learning with verifiable rewards (RL