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Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models
Paper • 2505.14436 • Published -
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
Paper • 2310.11451 • Published -
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis
Paper • 2410.00857 • Published • 1 -
Better wit than wealth: Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement
Paper • 2503.23895 • Published • 1
小龙虾
littlelong
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Parametric Knowledge
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Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models
Paper • 2505.14436 • Published -
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
Paper • 2310.11451 • Published -
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis
Paper • 2410.00857 • Published • 1 -
Better wit than wealth: Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement
Paper • 2503.23895 • Published • 1