Supportive Token Revealing for Fast Diffusion Language Model Decoding

In three linesAXON is a training-free module improving parallel decoding for discrete diffusion language models. It selects anchor tokens (confident masked tokens) that uncertain positions attend to via attention signals, reducing denoising steps while maintaining quality on reasoning and code-generation benchmarks.

Summary generated by Claude — human-verified