@inproceedings{lu-etal-2026-llm-rnn, title = "{LLM}-as-{RNN}: Feedback-Driven Memory Rewriting for Online Learning and Sequential Prediction", author = "Lu, Yuxing and Tamo, J. Ben and Fang, Jinrui and Zhao, Weichen and Sun, Nan and Zhao, Xukai and Zhong, Yishan and Shi, Wenqi and Wang, Jinzhuo and Wang, May Dongmei", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.222/", pages = "4977--4997", ISBN = "979-8-89176-439-2" }