2026
The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models
ICML 2026oral
Diffusion Large Language Models (dLLMs) break the rigid left-to-right constraint of traditional LLMs, enabling token generation in arbitrary orders. Intuitively, this flexibility implies a solution space that strictly supersets the fixed autoregressive trajectory, theoretically unlocking superior re…