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Nicolas Sonnerat

1 paper hereh-index 134.6k citations18 works total

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  • cs.LG1

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1 paper

cs.LG2025

Evaluating Sparse Autoencoders for Monosemantic Representation

Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju +1

A key barrier to interpreting large language models is polysemanticity, where neurons activate for multiple unrelated concepts. Sparse autoencoders (SAEs) have been proposed to mit…

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