$\rho$-$\text{EOS}$: Training-free Bidirectional Variable-Length Control for Masked Diffusion LLMs

Jingyi Yang, Yuxian Jiang, Jing Shao

Beyond parallel generation and global context modeling, current masked diffusion large language models (masked dLLMs, i.e., LLaDA) suffer from a fundamental limitation: they requir…