@inproceedings{cheon-kang-2025-countdown, title = "{COUNTDOWN}: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection", author = "Cheon, Jaewon and Kang, Pilsung", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1442/", pages = "28381--28397", ISBN = "979-8-89176-332-6" }