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Beginner

Sean Man, Roy Ganz et al.Feb 18arXiv

OCR is like reading a page exactly as it is, and that strictness makes it perfect for fast, parallel generation.

#OCR#vision-language models#discrete diffusion

Beginner

Tiwei Bie, Maosong Cao et al.Feb 9arXiv

LLaDA2.1 teaches a diffusion-style language model to write fast rough drafts and then fix its own mistakes by editing tokens it already wrote.

#discrete diffusion language model#editable decoding#token-to-token editing

Beginner

Zanlin Ni, Shenzhi Wang et al.Jan 21arXiv

Diffusion language models can write tokens in any order, but that freedom can accidentally hurt their ability to reason well.

#diffusion language model#arbitrary order generation#autoregressive training

Papers3