2026
d2: Improved Techniques for Training Reasoning Diffusion Language Models
ICML 2026poster
While diffusion language models (DLMs) have achieved competitive performance in text generation, improving their reasoning ability with reinforcement learning remains an active research area. Here, we introduce d2, a reasoning framework tailored for masked DLMs. Central to our framework is a new pol…