@inproceedings{jiang-etal-2026-tkg, title = "{TKG}-Thinker: Towards Dynamic Reasoning over Temporal Knowledge Graphs via Agentic Reinforcement Learning", author = "Jiang, Zihao and Peng, Miao and Shan, Zhenyan and Xu, Wenjie and Liu, Ben and Chen, Gong and Gao, Ziqi and Peng, Min", 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.152/", pages = "3512--3533", ISBN = "979-8-89176-459-0" }