@inproceedings{chen-etal-2026-ne, title = "{NE}-{R}1: Enhancing Named Entity Recognition Model via Reinforcement Learning", author = "Chen, Meixuan and Li, Hehan and Zhao, Ruizhi and Lu, Xin and xu, Peizhi and Qian, Liwei and Meifang, LI and li, Shuanglong and Liu, Hanmeng and Pei, Xin and Ma, Yanbiao", 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.2025/", pages = "46132--46149", ISBN = "979-8-89176-459-0" }