@inproceedings{xiao-etal-2025-efficient, title = "Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention", author = "Xiao, Emily and Li, Chin-Jou and Zhang, Yilin and Neubig, Graham and Bertsch, Amanda", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.acl-long.1542/", pages = "31946--31958", ISBN = "979-8-89176-251-0" }