Constrained Belief Updates Explain Geometric Structures in Transformer Representations

Mateusz Piotrowski, Paul M. Riechers, Daniel Filan, Adam S. Shai. Constrained Belief Updates Explain Geometric Structures in Transformer Representations. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

Authors

Mateusz Piotrowski

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Paul M. Riechers

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Daniel Filan

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Adam S. Shai

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