@inproceedings{zhong-etal-2025-zigzagkv, title = "{Z}ig{Z}ag{KV}: Dynamic {KV} Cache Compression for Long-context Modeling based on Layer Uncertainty", author = "Zhong, Meizhi and Liu, Xikai and Zhang, Chen and Lei, Yikun and Gao, Yan and Hu, Yao and Chen, Kehai and Zhang, Min", editor = "Rambow, Owen and Wanner, Leo and Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert, Steven", booktitle = "Proceedings of the 31st International Conference on Computational Linguistics", month = jan, year = "2025", address = "Abu Dhabi, UAE", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.coling-main.596/", pages = "8897--8907" }