@inproceedings{wang-etal-2026-words, title = "From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation", author = "Wang, Yizhou and Chiu, Mang Tik and Zhang, Lingzhi and Shen, Xuan and Amirghodsi, Sohrab and Fu, Yun", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2155/", pages = "46447--46461", ISBN = "979-8-89176-390-6" }