@inproceedings{fan-etal-2026-reliability, title = "Reliability-Prioritized Fine-Grained Generation in Multimodal Large Language Models", author = "Fan, Xiaomeng and Wu, Wei and Wu, Yuwei and Gao, Zhi and Shiyu, Luo and Gao, Mingyang and Zhao, Haoyu and Diao, Zhenxin and Ba, Yuxuan and Feng, Lijia and Jia, Yunde and Harandi, Mehrtash", 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.1814/", pages = "38735--38778", ISBN = "979-8-89176-462-0" }