@inproceedings{cho-etal-2026-single,
    title = "Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and {SAE}-Family Effects",
    author = "Cho, Seonglae  and
      Wu, Zekun  and
      Da Costa, Kleyton  and
      Kalra, Rishi  and
      Wicaksono, Ilham  and
      Koshiyama, Adriano",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1794/",
    pages = "40875--40897",
    ISBN = "979-8-89176-459-0"
}