Apurv Verma

Watermarking Degrades Alignment in Language Models: Analysis and Mitigation

2025 · arXiv (Cornell University)

Watermarking has become a practical tool for tracing language model outputs, but it modifies token probabilities at inference time, which were carefully tuned by alignment training. This creates a tension: how do watermark-induced shifts interact …