@inproceedings{xiong-etal-2025-uncomp, title = "{UNC}omp: Can Matrix Entropy Uncover Sparsity? {---} A Compressor Design from an Uncertainty-Aware Perspective", author = "Xiong, Jing and Shen, Jianghan and Ye, Fanghua and Tao, Chaofan and Wan, Zhongwei and Lu, Jianqiao and Wu, Xun and Zheng, Chuanyang and Guo, Zhijiang and Yang, Min and Kong, Lingpeng and Wong, Ngai", 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.209/", pages = "4179--4199", ISBN = "979-8-89176-332-6" }