ICLR 2025 "sparse autoencoders" Papers

5 papers found

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Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Javier Ferrando, Oscar Obeso, Senthooran Rajamanoharan et al.

ICLR 2025posterarXiv:2411.14257
77
citations

Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words

Gouki Gouki, Hiroki Furuta, Yusuke Iwasawa et al.

ICLR 2025posterarXiv:2501.06254
9
citations

Scaling and evaluating sparse autoencoders

Leo Gao, Tom Dupre la Tour, Henk Tillman et al.

ICLR 2025posterarXiv:2406.04093
298
citations

Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control

Aleksandar Makelov, Georg Lange, Neel Nanda

ICLR 2025posterarXiv:2405.08366
63
citations

Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers

Omer Sahin Tas, Royden Wagner

ICLR 2025posterarXiv:2406.11624
4
citations