M. Nadăş

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

This survey provides a comprehensive overview of recent advances in LLM-based evaluation, covering techniques, applications, and challenges across domains, with future directions emphasizing standardized protocols, uncertainty estimation, and human–AI collaboration.