@inproceedings{gulko-etal-2025-ce, title = "{CE}-Bench: Towards a Reliable Contrastive Evaluation Benchmark of Interpretability of Sparse Autoencoders", author = "Gulko, Alex and Peng, Yusen and Kumar, Sachin", editor = "Belinkov, Yonatan and Mueller, Aaron and Kim, Najoung and Mohebbi, Hosein and Chen, Hanjie and Arad, Dana and Sarti, Gabriele", booktitle = "Proceedings of the 8th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.blackboxnlp-1.1/", pages = "1--15", ISBN = "979-8-89176-346-3" }