Techniques such as Reinforcement Learning with Human Feedback (RLHF) (Ouyang et al., 2022) and Retrieval-Augmented Generation (RAG) (Lewis et al., 2020) are used to address model-level limitations regarding hallucinations.

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)

• hallucination concept
• Retrieval-Augmented Generation (RAG) concept
• Reinforcement learning from human feedback (RLHF) concept