2 papers
cs.CL2026
From 'May' to 'Is': Certainty Distortion in Language Model Rewriting
Catarina G Belem, Shang Wu, Hongyu Yao +3
Humans increasingly turn to Language Models (LMs) in ways that shape beliefs and drive decisions, including discussing, rewriting, and summarizing information from scientific artic…
cs.CL2023
Downstream Trade-offs of a Family of Text Watermarks
Anirudh Ajith, Sameer Singh, Danish Pruthi
Watermarking involves implanting an imperceptible signal into generated text that can later be detected via statistical tests. A prominent family of watermarking strategies for LLM…