@inproceedings{tang-etal-2026-beyond, title = "Beyond Textual Chain-of-Thought: A Survey on Action-Grounded Reasoning in Autonomous Driving", author = "Tang, Zhengxu and Zhang, Xiaozhou and Cui, Guofeng and Gong, Ziyu and Wang, Zi and Shi, Yunfei and Deng, Ruifeng and Qi, Chengzhi and Chen, Ke and Patil, Sachin and Xiao, Tianjun and Liu, Langechuan and Wang, Pichao", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.547/", pages = "11519--11561", ISBN = "979-8-89176-462-0" }