The academic community has bifurcated research on Large Language Model evaluation tools into two main areas: a critical re-examination of the validity of traditional, static benchmarks and a rigorous investigation into the reliability and biases of the emerging 'LLM-as-a-Judge' paradigm.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (1)

• LLM-as-a-judge concept