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Feature Superposition in Neural Networks: From Theory to Practice

Shi, Dai et al.
arXiv (All) · Papers
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Superposition refers to neural networks representing more features than they have dimensions. It offers a possible explanation for polysemantic neurons and motivates methods for recovering interpretable features from neural activations. Theoretical models typically start with a given set of input fe
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