@inproceedings{liu-etal-2025-large-language, title = "Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey", author = "Liu, Xiaoyu and Xu, Paiheng and Wu, Junda and Yuan, Jiaxin and Yang, Yifan and Zhou, Yuhang and Liu, Fuxiao and Guan, Tianrui and Wang, Haoliang and Yu, Tong and McAuley, Julian and Ai, Wei and Huang, Furong", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.findings-naacl.427/", pages = "7668--7684", ISBN = "979-8-89176-195-7" }