@inproceedings{liu-etal-2026-evaluating-llms, title = "Evaluating {LLM}s on Conversational Text-to-{SQL} under Chain Ambiguity and Intent Drift", author = "Liu, Yujia and Lin, Jiayan and Hong, Zijin and Yuan, Zheng and Chen, Shengyuan and Chen, Hao and Zhang, Qinggang and Huang, Xiao and Huang, Feiran", 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.2454/", pages = "55720--55739", ISBN = "979-8-89176-459-0" }