@inproceedings{weng-etal-2026-whats, title = "What{'}s Missing in Vision-Language Models? Probing Their Struggles with Causal Order Reasoning", author = "Weng, Zhaotian and Li, Haoxuan and Wang, Xin Eric and Huang, Kuan-Hao and Zhao, Jieyu", editor = "Demberg, Vera and Inui, Kentaro and Marquez, Llu{\'i}s", booktitle = "Proceedings of the 19th Conference of the {E}uropean Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-eacl/2026.eacl-long.266/", pages = "5689--5701", ISBN = "979-8-89176-380-7" }