We generate watermarked text by mapping a sequence of random numbers -- which we compute using a randomized watermark key -- to a sample from the language model. To detect watermarked text, any party who knows the key can align the text to … arxiv budget changing compute cs.cl cs.cr cs.lg distribution free language language models mapping methodology numbers random random numbers text using watermarks.