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arXiv cs.CL · Papers

Retromorphic Testing with Hierarchical Verification for Hallucination Detection in RAG

arXiv:2603.27752v2 Announce Type: replace Abstract: Large language models can still hallucinate in retrieval-augmented generation (RAG), producing claims that are unsupported by or conflict with the retrieved context. Detecting such errors remains challenging when faithfulness is judged solely against the retrieved con