Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge
arXiv:2604.05593v1 Announce Type: new
Abstract: Large language models (LLMs) are increasingly used as automated evaluators (LLM-as-a-Judge). This work challenges its reliability by showing that trust judgments by LLMs are biased by disclosed source la…