Watermarking Language Models with Error Correcting Codes

• Main Authors: Chao, Patrick, Dobriban, Edgar, Hassani, Hamed
• Format: Journal Article
• Language: English
• Published: 12.06.2024
• Subjects: Computer Science - Computation and Language; Computer Science - Cryptography and Security; Computer Science - Learning

Recent progress in large language models enables the creation of realistic machine-generated content. Watermarking is a promising approach to distinguish machine-generated text from human text, embedding statistical signals in the output that are ideally undetectable to humans. We propose a watermar...