@inproceedings{yin-etal-2025-sea, title = "{SEA}: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in {MLLM}s", author = "Yin, Yuanyang and Zhao, Yaqi and Zhang, Yajie and Zhang, Yuanxing and Lin, Ke and Wang, Jiahao and Tao, Xin and Wan, Pengfei and Zhang, Wentao and Zhao, Feng", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.55/", pages = "1058--1070", ISBN = "979-8-89176-332-6" }