@inproceedings{mishra-etal-2025-input, title = "How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench", author = "Mishra, Venkatesh and Saeidi, Amir and Raj, Satyam and Nakamura, Mutsumi and Liu, Gaowen and Payani, Ali and Srinivasa, Jayanth and Baral, Chitta", 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.1250/", doi = "10.18653/v1/2025.findings-emnlp.1250", pages = "22949--22972", ISBN = "979-8-89176-335-7" }