DenMark: Robust Semantic Watermarking for Diffusion Language Models
Semantic text watermarks encode signals in meaning rather than surface token choices, offering robustness to paraphrasing and other semantic-preserving edits. Existing semantic watermarking methods are primarily designed for autoregressive language models (ARLMs), where completed candidate units can be generated and sc...
Tian-Hao Ma, Weihao Xuan, Dong-Dong Wu et al.
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