@inproceedings{dong-etal-2026-knowledge, title = "Knowledge Bias in {LLM}-based Sequential Recommendation: Source, Persistence, and Mitigation", author = "Dong, Xiaoyu and Dai, Quanyu and Chen, Nuo and Liu, Qijiong and Zixuan, Yue and Xie, Xuyang and Zhu, Jieming and Dong, Zhenhua and Wu, Xiao-Ming", 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.324/", pages = "6858--6873", ISBN = "979-8-89176-462-0" }