Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models

Xiang Hu, Zhanchao Zhou, Ruiqi Liang, Zehuan Li, Wei Wu, Jianguo Li. Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 10208-10220, Association for Computational Linguistics, 2026. [doi]

Abstract

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