Limitations of Embedding-Based Hallucination Detection in RAG Systems

This ArXiv paper critically assesses the performance of embedding-based hallucination detection methods in Retrieval-Augmented Generation (RAG) systems. The study likely reveals the inherent limitations of these techniques, emphasizing the need for more robust and reliable methods for mitigating hallucination.

• •Highlights limitations of using embeddings for detecting hallucinations.
• •Focuses on the performance of hallucination detection in RAG systems.
• •Suggests a need for improved hallucination mitigation strategies.