@inproceedings{chen-etal-2026-empowering, title = "Empowering Tabular Data Preparation with Language Models: Why and How?", author = "Chen, Mengshi and Sun, Yuxiang and Li, Tengchao and Wang, Jianwei and Wang, Kai and Lin, Xuemin and Zhang, Ying and Zhang, Wenjie", 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.8/", pages = "228--246", ISBN = "979-8-89176-390-6" }