littlelong 's Collections Parametric Knowledge
updated
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
Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts
Paper
• 2509.10663
• Published
A Multifaceted Analysis of Negative Bias in Large Language Models through the Lens of Parametric Knowledge
Paper
• 2511.10881
• Published • 1
Steering Knowledge Selection Behaviours in LLMs via SAE-Based
Representation Engineering
Paper
• 2410.15999
• Published • 20
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large
Reasoning Models with Iterative Retrieval Augmented Generation
Paper
• 2503.21729
• Published • 29
Deciphering the Interplay of Parametric and Non-parametric Memory in
Retrieval-augmented Language Models
Paper
• 2410.05162
• Published
Probing Language Models on Their Knowledge Source
Paper
• 2410.05817
• Published