@misc{wu2025axbench, title={AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders}, author={Zhengxuan Wu and Aryaman Arora and Atticus Geiger and Zheng Wang and Jing Huang and Dan Jurafsky and Christopher D. Manning and Christopher Potts}, year={2025}, eprint={2501.17148}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2501.17148} }