The Evaluation Stage of Large Language Models faces a significant open challenge in advancing from empirical evaluation via benchmarks to providing formal guarantees of model behavior, such as proving a model will not hallucinate or leak sensitive information under specific conditions.

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)

• hallucination concept
• benchmarks concept