@inproceedings{zeng-etal-2025-itool, title = "i{T}ool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use", author = "Zeng, Yirong and Ding, Xiao and Wang, Yuxian and Liu, Weiwen and Hou, Yutai and Ning, Wu and Huang, Xu and Tang, Duyu and Tu, Dandan and Qin, Bing and Liu, Ting", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.701/", pages = "13901--13916", ISBN = "979-8-89176-332-6" }