RAPS-DA improves RAG robustness to heterogeneous knowledge conflicts by training regime-specific peer specialists with hard routing and a dual-layer token selector for focused supervision.
Info-rag: Information-filtered on-policy retrieval-augmented generation.arXiv preprint arXiv:2406.19009, 2024
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Regime-Aware Peer Specialization for Robust RAG under Heterogeneous Knowledge Conflicts
RAPS-DA improves RAG robustness to heterogeneous knowledge conflicts by training regime-specific peer specialists with hard routing and a dual-layer token selector for focused supervision.