2 papers
cs.CR2026
Anchor-ECC: Local Integrity Checking for Watermarked LLM Outputs via Error-Correcting Codes
Zewei Deng, Muhammad Siddeek, Liyan Xie +4
LLM watermarking has become an effective approach to distinguishing AI-generated text from human-written text by embedding detectable patterns during generation. However, a small p…
cs.CL2026
HawkesLLM: Semantic Uncertainty Propagation in Agentic Text Simulation
Zewei Deng, Tinghan Ye, Liyan Xie
Agentic text-simulation systems write in sequence, with each item becoming possible context for later steps. That makes uncertainty path-dependent: an early ambiguity can affect la…