Research directions for hallucination evaluation include the development of integrated, multi-task, multilingual benchmarks with unified annotation schemas (Liu et al., 2023) and the use of attribution-aware metrics incorporating Prompt Sensitivity (PS) and Model Variability (MV).

Authors

• Person: Not available Organization: Frontiers
  Survey and analysis of hallucinations in large language models

Sources

• Survey and analysis of hallucinations in large language models www.frontiersin.org Frontiers via serper

Referenced by nodes (3)

• Prompt Sensitivity concept
• Model Variability concept
• Hallucination Evaluation Model concept