@inproceedings{guan-etal-2026-tatk, title = "{TATK}: Triple-Aware Top-K Learning with Knowledge-Grounded Verification for {LLM}-based Sequential Recommendation", author = "Guan, Yuchen and Liu, Jiaye and Han, Yifei and Zhang, Zhenxi and Weng, Yixuan and Li, Bin", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.372/", pages = "8506--8528", ISBN = "979-8-89176-459-0" }