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Yi-Zhou Zhao

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#artificial intelligence Preprint Dec 2025

MarkTune: Improving the Quality-Detectability Trade-off in Model-Embedded LLM Watermarking

MarkTune is introduced, a theoretically grounded on-policy fine-tuning framework that uses the GaussMark detection statistic as a reward while preserving generation quality through cross-entropy on high-quality human text or KL divergence to a stronger oracle model.

Yi-Zhou Zhao, Zhiwei Steven Wu, Adam Block · 0 citations

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