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From Input to Output: A Flexible Agent for Dual-End Interpretation of Sparse Autoencoder Features

Liu, Dewen, Li, Zixuan, Pan, Jonathan, Wu, Zhao, Yao, Zijun, Li, Juanzi, Wang, XiaozhiarXiv.orgPublished Sep 28, 2026Original︎ ↗Archived copy

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We evaluate the output-score filter of Arad et al. (2025) on Gemma-2-2B under the AxBench protocol and do not observe the gains they report on Gemma-2-9B under their own protocol.

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Kind: preprint
Authors: Liu, Dewen, Li, Zixuan, Pan, Jonathan, Wu, Zhao, Yao, Zijun, Li, Juanzi, Wang, Xiaozhi
Publisher: arXiv.org
Published: Sep 28, 2026
DOI: None
Link: https://arxiv.org/abs/2609.35367
Archived copy: https://web.archive.org/web/20260929080904/https://arxiv.org/abs/2609.35367
Stored text: 4,982 characters, retrieved Nov 14, 2026 · 44 sections, 55 passages
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Versions: One known
Copies: None recorded
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Facts checked: Nov 14, 2026

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