@inproceedings{sun-etal-2026-seeing, title = "Seeing What Is Actually There: {P}ri{VE}-Bench and {P}ri{VE}-Tools for Counterfactual Evaluation of Agentic Visual Evidence in {VLM}s", author = "Sun, Jingyu and Tu, Jiachen and Xue, Yuyang and Jiang, Yaoxin and Xu, Guoyi and Yao, Zhengtao and Qian, Rui and Sun, Yizheng and Zhou, Hongpeng and Sun, Jingyuan and Lin, Yan", 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.760/", pages = "17595--17622", ISBN = "979-8-89176-459-0" }