@article{exploringtaskperformancewithinterpretabl, title = {Exploring Task Performance with Interpretable Models via Sparse Auto-Encoders}, author = {Shun Wang and Tyler Loakman and Youbo Lei and Yi Liu and Bohao Yang and Yuting Zhao and Dong Yang and Chenghua Lin}, year = {2025}, eprint = {2507.06427}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.06427}, }