@inproceedings{lyu-etal-2026-datasight, title = "{D}ata{S}ight: Learning to Predict Before Executing for Data Analysis Agents", author = "Lyu, Shangke and Zheng, Zhe and Wu, Linjuan and Yu, Yan and Zhang, Xuan and Ma, Jin and Shen, Yongliang and Lu, Weiming", 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.922/", pages = "21229--21251", ISBN = "979-8-89176-459-0" }