Understand feature representations and how those representations support faithful explanations and interventions.
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Representation Redistribution in Sparse Autoencoders
Paper • 2610.21240 • Published • 61 -
Behavioral Compositionality of Sparse Autoencoder Representations
Paper • 2610.21261 • Published • 32 -
AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders
Paper • 2501.17148 • Published • 2