Jiahao Huo
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126
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Crypto×1AI×1NLP×1
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2026
SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness
SAMark introduces a self-anchored text watermarking framework that achieves high robustness (up to 90.2% TP@FP1%) against challenging paragraph-level paraphrasing attacks by establishing a step-independent green region in semantic space.
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Papers
cs.CRcs.AIcs.CLRecentMay 25, 2026
SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness
Jiahao Huo, Wenjie Qu, Yibo Yan, Kening Zheng +4 more
SAMark introduces a self-anchored text watermarking framework that achieves high robustness (up to 90.2% TP@FP1%) against challenging paragraph-level paraphrasing attacks by establishing a step-indepe…
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