"transformer training dynamics" Papers

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From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers

Ryotaro Kawata, Yujin Song, Alberto Bietti et al.

NEURIPS 2025spotlightarXiv:2512.18634
1
citations

What Happens During the Loss Plateau? Understanding Abrupt Learning in Transformers

Pulkit Gopalani, Wei Hu

NEURIPS 2025arXiv:2506.13688
2
citations

How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?

Hongkang Li, Meng Wang, Songtao Lu et al.

ICML 2024arXiv:2402.15607
34
citations