Mihai Dan Nadas

Large language models as judges: recent advances in LLM-based evaluation, critique, preference modeling, and feedback for text and code

Abstract Large Language Models (LLMs) are increasingly used as judges to evaluate, rank, and critique AI-generated text and code. This survey provides a comprehensive overview of recent advances (2020–early 2026) in LLM-based evaluation, covering techniques, applications, and cha...