@inproceedings{dong-etal-2025-large, title = "Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment", author = "Dong, Yifei and Wu, Fengyi and Zhang, Kunlin and Dai, Yilong and Zhang, Sanjian and Ye, Wanghao and Chen, Sihan and Cheng, Zhi-Qi", 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.972/", doi = "10.18653/v1/2025.findings-emnlp.972", pages = "17889--17907", ISBN = "979-8-89176-335-7" }