@inproceedings{zeng-etal-2025-airepr, title = "{AIR}epr: An Analyst-Inspector Framework for Evaluating Reproducibility of {LLM}s in Data Science", author = "Zeng, Qiuhai and Jin, Claire and Wang, Xinyue and Zheng, Yuhan and Li, Qunhua", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/name-variant-enfa-fane/2025.findings-emnlp.539/", doi = "10.18653/v1/2025.findings-emnlp.539", pages = "10170--10201", ISBN = "979-8-89176-335-7" }