@inproceedings{dong-etal-2026-object, title = "Object Presence Is Not Relation Evidence: Relation-Grounded Faithful Reasoning for Multimodal Large Language Models", author = "Dong, Xiyao and Chen, Yilong and Zhang, Xiaojin and He, Kun", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1418/", pages = "32379--32395", ISBN = "979-8-89176-459-0" }