Are We on the Right Way to Assessing LLM-as-a-Judge?

The article's title suggests an inquiry into the methodologies used to evaluate Large Language Models (LLMs) when they are employed in a judging or decision-making capacity. It implies a critical examination of the current assessment practices, questioning their effectiveness or appropriateness. The source, ArXiv, indicates this is likely a research paper, focusing on the technical aspects of LLM evaluation.