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cs.CL2026
Controlling Chat Style in Language Models via Single-Direction Editing
Zhenyu Xu, Victor S. Sheng
Controlling stylistic attributes in large language models (LLMs) remains challenging, with existing approaches relying on either prompt engineering or post-training alignment. This…
cs.CL2024★ 1 cited
FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text
Zhenyu Xu, Kun Zhang, Victor S. Sheng
The increasing use of Large Language Models (LLMs) for generating highly coherent and contextually relevant text introduces new risks, including misuse for unethical purposes such…