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2026 1

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Why Retrieval-Augmented Generation Fails: A Graph Perspective

cs.CL · 2026-05-13 · unverdicted · novelty 6.0

Attribution graphs reveal that RAG failures arise from shallow fragmented evidence flow in LLMs, enabling topology-based detection and targeted interventions that reinforce question-guided routing.

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  • Why Retrieval-Augmented Generation Fails: A Graph Perspective cs.CL · 2026-05-13 · unverdicted · none · ref 4

    Attribution graphs reveal that RAG failures arise from shallow fragmented evidence flow in LLMs, enabling topology-based detection and targeted interventions that reinforce question-guided routing.