@inproceedings{an-etal-2026-toward, title = "Toward Native Multimodal Modeling: A Roadmap", author = "An, Siyu and Lu, Junru and Dong, Junnan and Wang, Qiufeng and Li, Yinghui and Fei, Weizhi and Yu, Zichao and Yuan, Zheng and Liu, Biao and Wang, Haopeng and Liang, Renzhao and Yang, Yixuan and Shen, Yunhang and Ke, Bo and Chen, Keyu and Luo, Linhao and Zou, Difan and Huang, Xiao and Yin, di and Qiao, Ruizhi and Sun, Xing", 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.220/", pages = "4594--4644", ISBN = "979-8-89176-462-0" }