Community Paper Reading: LLMs-as-Judges

Join us as we discuss a major survey of the LLMs-as-Judges paradigm: LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods. This paper systematically examines the LLMs-as-Judge framework across five dimensions: functionality, methodology, applications, meta-evaluation, and limitations. This gives us a birds eye view of the advantages, limitations and methods for evaluating its effectiveness.
Paper: arxiv.org/pdf/...