@inproceedings{song-etal-2025-smart, title = "Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of {LLM}s via Reinforcement Learning", author = "Song, Huatong and Jiang, Jinhao and Tian, Wenqing and Chen, Zhipeng and Wu, Yuhuan and Zhao, Jiahao and Min, Yingqian and Zhao, Xin and Fang, Lei and Wen, Ji-Rong", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.731/", doi = "10.18653/v1/2025.findings-emnlp.731", pages = "13572--13586", ISBN = "979-8-89176-335-7" }