Quality-Detection Trade-off when Watermarking Large Language Models

There is a trade-off between the detectability of watermarks in text generated by large language models and the quality degradation of the generated text. The WaterJudge framework provides a way to visualize and analyze this trade-off, enabling the selection of optimal watermarking parameters.