Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models

Ziwei Luo, Ziqi Jin, Lei Wang +2

This work presents self-rewarding sequential Monte Carlo (SMC), an inference-time scaling algorithm enabling effective sampling of masked diffusion language models (MDLMs). Our alg…