@inproceedings{liu-etal-2026-streammembench, title = "{S}tream{M}em{B}ench: Streaming Evaluation of Agent Memory for Future-Oriented Assistance", author = "Liu, Guanming and Ren, Yuqi and Gu, Hansu and Zhang, Peng and Wang, Weihang and Liu, Jiahao and Gu, Ning and Lu, Tun", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.992/", pages = "20947--20960", ISBN = "979-8-89176-462-0" }