Trending

arXiv:2606.19544

Reliability without Validity: A Systematic, Large-Scale Evaluation of LLM-as-a-Judge Models Across Agreement, Consistency, and Bias

Justin D. Norman·D. Alex Hughes·Michael U. Rivera

Jun 17, 2026submitted

178citations

View PDF arXiv page Code4.0k

Preview of Reliability without Validity: A Systematic, Large-Scale Evaluation of LLM-as-a-Judge Models Across Agreement, Consistency, and Bias

TL;DR

AI-GENERATED

State-of-the-art research on Reliability without Validity: A Systemat achieving benchmark breakthroughs.

TASKS

METHODS

Chain of Thought

Related Papers