@inproceedings{shihab-etal-2026-beyond, title = "Beyond Variance: Knowledge-Aware {LLM} Compression via Fisher-Aligned Subspace Diagnostics", author = "Shihab, Ibne Farabi and Akter, Sanjeda and Sharma, Anuj", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2214/", pages = "47938--47954", ISBN = "979-8-89176-390-6" }