Forward-Free Diffusion Language Models with BPTT-Free Looped Refinement

Haotian Sun, Rushi Qiang, Yuqian Zheng +1

Diffusion language models generate text through iterative denoising, offering a powerful alternative to autoregressive generation. However, discrete language spaces lack a natural…