@inproceedings{zhang-etal-2026-ect, title = "{ECT}-{CLIP}: Resource-Efficient {CT} Vision-Language Pretraining via Negative Scaling", author = "Zhang, Hanwen and Liu, Yao and Yang, Jiaye and Dai, Die and Liu, Qiao and Xie, Yutong and Wang, Peng", 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.991/", pages = "22822--22834", ISBN = "979-8-89176-459-0" }