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Geometric Factual Recall in Transformers

Transformers memorize facts geometrically via linear superpositions and MLP selectors, needing only logarithmic dimensions and enabling zero-shot MLP transfer.

Shauli Ravfogel, Gilad Yehudai, Joan Bruna, Alberto Bietti

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026 · ▲ 1 on Hugging Face

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AI panel: 15 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 4/5