Watermarking Diffusion Language Models with Learned Foresight and Balanced Bands

Hyojun Kim, Hyeseon An, Yo-Sub Han

Green-red watermarks favor tokens from a green list that a secret key derives from the preceding tokens. Diffusion language models, however, often choose a token before its precedi…