HalluRAG provides a recency-controlled dataset for closed-domain hallucination detection and shows that intermediate activation values carry hallucination signals as strongly as contextualized embeddings.
Do language models know when they're hallucinating references?, 2024
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The HalluRAG Dataset: Detecting Closed-Domain Hallucinations in RAG Applications Using an LLM's Internal States
HalluRAG provides a recency-controlled dataset for closed-domain hallucination detection and shows that intermediate activation values carry hallucination signals as strongly as contextualized embeddings.