From Generation to Judgment: Opportunities and Challenges ofLLM-as-a-judge
https://arxiv.org/pdf/2411.16594Assessment and evaluation have long been critical challenges in artificial intelligence (AI) and natural language processing (NLP). However, traditional methods, whether matching-based or embedding-based, often fall short of judging subtle attributes and delivering satisfactory results. Recent advancements in Large Language Models (LLMs) inspire the "LLM-as-ajudge..