"transformer generalization" Papers

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Generalizing Reasoning Problems to Longer Lengths

Changnan Xiao, Bing Liu

ICLR 2025
4
citations

On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study

Riccardo Alberghi, Elizaveta Demyanenko, Luca Biggio et al.

NEURIPS 2025arXiv:2507.05362
1
citations

On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions

Denys Pushkin, Raphaël Berthier, Emmanuel Abbe

ICML 2024arXiv:2406.06354