Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement

Chenyu Lin, Yilin Wen, Du Su +5

Retrieval-augmented generation (RAG) improves performance on knowledge-intensive tasks but can be derailed by wrong, irrelevant, or conflicting retrieved text, causing models to re…