@article{empoweringtabulardatapreparationwithlang, title = {Empowering Tabular Data Preparation with Language Models: Why and How?}, author = {Mengshi Chen and Yuxiang Sun and Tengchao Li and Jianwei Wang and Kai Wang and Xuemin Lin and Ying Zhang and Wenjie Zhang}, year = {2025}, eprint = {2508.01556}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.01556}, }