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Marc E. Canby

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#artificial intelligence Review Open access Sep 2026

A Survey on the Linear Representation Hypothesis

It is argued that claims regarding linear representations become well-defined only through careful examination of the model, representation location, feature definition, and evaluation dataset, and a more rigorous formalization of the LRH is proposed that makes these dependencies explicit and allows the hypothesis to b...

Sewoong Lee, Marc E. Canby, Ikhyun Cho et al. · 0 citations

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