@inproceedings{cho-etal-2025-faithfulsae, title = "{F}aithful{SAE}: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency", author = "Cho, Seonglae and Oh, Harryn and Lee, Donghyun and Vieira, Luis Rodrigues and Bermingham, Andrew and Sayed, Ziad El", editor = "Zhao, Jin and Wang, Mingyang and Liu, Zhu", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.acl-srw.20/", pages = "297--314", ISBN = "979-8-89176-254-1" }