Lars Kai Hansen
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126
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NLP×1AI×1ML×1
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2026
Steering LLMs? Actually, Sparse Autoencoders can outperform simple baselines
This paper demonstrates that Sparse Autoencoders (SAEs) can effectively steer Large Language Models (LLMs) on the AxBench benchmark, achieving performance comparable to LoRA baselines when combined with a novel supervised feature selection pipeline.
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