Recorruption arises from visual attention suppression and positional bias in multimodal RAG; BAIR mitigates it via bottleneck attention intervention at inference time.
arXiv preprint arXiv:2404.16032 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
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SHIFT reformulates neuron editing as learnable gate modulation on under 0.01% parameters to let LLMs adaptively balance contextual and parametric knowledge during RAG generation.
citing papers explorer
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The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation
Recorruption arises from visual attention suppression and positional bias in multimodal RAG; BAIR mitigates it via bottleneck attention intervention at inference time.
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SHIFT: Gate-Modulated Activation Steering for Knowledge Conflict Mitigation in Retrieval-Augmented Generation
SHIFT reformulates neuron editing as learnable gate modulation on under 0.01% parameters to let LLMs adaptively balance contextual and parametric knowledge during RAG generation.