Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space

ZiYi Dong, Yuliang Huang, Weijian Deng +3

This work reformulates language generation as a stochastic optimal control problem, providing a unified theoretical perspective to analyze autoregressive and diffusion models and e…