Consistency-based methods for hallucination detection in large language models include EigenScore (Chen et al., 2024), which computes generation consistency via eigenvalue spectra, and LogDet (Sriramanan et al., 2024a), which measures covariance structure from single generations.

Authors

• Person: Not available Organization: arXiv
  Re-evaluating Hallucination Detection in LLMs - arXiv

Sources

• Re-evaluating Hallucination Detection in LLMs - arXiv arxiv.org arXiv via serper

Referenced by nodes (3)

• Large Language Models concept
• Eigenscore concept
• hallucination detection concept