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Xujun Che, Farsheed Haque, Depeng Xu, Xi Niu, Haopeng Zhang

Public reference bibliography and cataloged PDF materials authored or published by Xujun Che, Farsheed Haque, Depeng Xu, Xi Niu, Haopeng Zhang.

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Who Gets Unmasked? Sampler-Induced Bias in Diffusion Language Models

Year: 2026 • Source: arxiv.org • Listed PDF

Diffusion language models (dLLMs) generate by gradually unmasking a canvas, so their samplers decide not only which token to write but also when to commit it. We show that this second decision changes who appears in gene...