@inproceedings{makhov-etal-2026-cospadi, title = "{C}o{S}pa{D}i: Compressing {LLM}s via Calibration-Guided Sparse Dictionary Learning", author = "Makhov, Denis and Shopkhoev, Dmitriy and Zhussip, Magauiya and Ali, Ammar and Lefkimmiatis, Stamatios", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.284/", pages = "6005--6031", ISBN = "979-8-89176-462-0" }