"parametric knowledge" Papers

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A Theory of Formalisms for Representing Knowledge

Heng Zhang, Guifei Jiang, Donghui Quan

AAAI 2025paperarXiv:2412.11855

Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance

Sachin Goyal, Christina Baek, Zico Kolter et al.

ICLR 2025
10
citations

The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation

Patrick Kahardipraja, Reduan Achtibat, Thomas Wiegand et al.

NEURIPS 2025arXiv:2505.15807
4
citations

Understanding Parametric and Contextual Knowledge Reconciliation within Large Language Models

Jun Zhao, Yongzhuo Yang, Xiang Hu et al.

NEURIPS 2025spotlight