The LLM-as-a-Judge paradigm relies on the assumptions that large language models can serve as valid human proxies, are capable evaluators, are scalable, and are cost-effective, all of which are being theoretically challenged (Dorner et al., 2025).

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 (2)

• Large Language Models concept
• LLM-as-a-judge concept