"universality" Papers

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Layers at Similar Depths Generate Similar Activations Across LLM Architectures

Christopher Wolfram, Aaron Schein

COLM 2025paperarXiv:2504.08775
9
citations

When Representations Align: Universality in Representation Learning Dynamics

Loek van Rossem, Andrew Saxe

ICML 2024arXiv:2402.09142
8
citations