@inproceedings{agarwal-etal-2026-made, title = "{MADE}: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events", author = "Agarwal, Raunak and Wenzel, Markus A. and Baur, Simon and Zimmer, Jonas and Harvey, George and Ma, Jackie", 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://aclanthology.org/2026.acl-long.2148/", doi = "10.18653/v1/2026.acl-long.2148", pages = "46308--46328", ISBN = "979-8-89176-390-6" }