@inproceedings{weng-etal-2026-unidatabench, title = "{U}ni{D}ata{B}ench: Evaluating Data Analytics Agents Across Structured and Unstructured Data", author = "Weng, Han and Liu, Zhou and Song, Yuanfeng and Yin, Xiaoming and Chen, Xing and Zhang, Wentao", 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.1556/", pages = "33755--33780", ISBN = "979-8-89176-390-6" }