@inproceedings{song-etal-2026-anchoring, title = "Anchoring What Matters: A Dual-Level Learning Framework for Visually-Grounded Multimodal Reasoning", author = "Song, Xinxin and Li, Siyuan and Xiao, Tingxiong and Suo, Jinli", 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.1051/", pages = "24131--24147", ISBN = "979-8-89176-459-0" }