New GIDD framework lets diffusion language models self-correct
Researchers just introduced Generalized Interpolating Discrete Diffusion (GIDD) to overcome the rigid limitations of next-token prediction. By blending masking with uniform noise, it achieves top-tier generation performance while finally allowing models to revise and self-correct their own mistakes.