@inproceedings{guo-etal-2026-segmentation, title = "Can Segmentation Models Understand the World? Proactive Affordance Reasoning via Vision-Grounded Chain-of-Thought", author = "Guo, Yuchen and Gong, Junli and Cai, Hongmin and Cheung, Yiu-ming and Su, Weifeng", 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.1698/", pages = "38650--38662", ISBN = "979-8-89176-459-0" }