"grokking phenomenon" Papers

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Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking

Ting Han, Linara Adilova, Henning Petzka et al.

NEURIPS 2025oralarXiv:2509.17738
3
citations

Grokking at the Edge of Numerical Stability

Lucas Prieto, Melih Barsbey, Pedro Mediano et al.

ICLR 2025arXiv:2501.04697
20
citations

Less is More: Local Intrinsic Dimensions of Contextual Language Models

Benjamin Matthias Ruppik, Julius von Rohrscheidt, Carel van Niekerk et al.

NEURIPS 2025arXiv:2506.01034

Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model

Zhiwei Xu, Zhiyu Ni, Yixin Wang et al.

ICLR 2025arXiv:2504.13292
6
citations

Transformers Learn Low Sensitivity Functions: Investigations and Implications

Bhavya Vasudeva, Deqing Fu, Tianyi Zhou et al.

ICLR 2025arXiv:2403.06925
8
citations

Unveiling the Dynamics of Information Interplay in Supervised Learning

Kun Song, Zhiquan Tan, Bochao Zou et al.

ICML 2024arXiv:2406.03999
3
citations

Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition

Mohamad Amin Mohamadi, Zhiyuan Li, Lei Wu et al.

ICML 2024arXiv:2407.12332
19
citations