2026
Simple Policy Gradients for Reasoning with Diffusion Language Models
ICML 2026poster
Diffusion large language models (dLLMs), which offer a promising alternative to traditional autoregressive LLMs, have recently shown strong results in pretraining. However, due to their lack of tractable sequence-level likelihoods, they have yet to benefit from modern LLM post-training techniques su…