@inproceedings{xu-etal-2026-causal, title = "Causal Intervention with {LMM}s: Generative Text Facilitates Fine-Grained Pedestrian Anomaly Behavior Retrieval", author = "Xu, Weifeng and Huang, Shaofei and Wang, Yaxiong and Zheng, Zhedong", 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.225/", pages = "4723--4738", ISBN = "979-8-89176-462-0" }