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Katarzyna Filus

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Jul 2026

Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence

The Tversky Monosemanticity Score (TMS) is introduced, a label-free metric that operationalizes monosemanticity as activation-set coherence of binarized SAE latents, and does not require external embedding encoders.

Katarzyna Filus, Sebastian Pokuciński · 0 citations

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