Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification

Adarsh Kumar, Hwiyoon Kim, Jawahar Sai Nathani +1

Hallucination, where large language models (LLMs) generate confident but incorrect or irrelevant information, remains a key limitation in their application to complex, open-ended t…