Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation

Shizhan Cai, Liang Ding, Dacheng Tao

The rapid development of Large Language Models (LLMs) has intensified concerns about content traceability and potential misuse. Existing watermarking schemes for sampled text often…