@inproceedings{huang-etal-2026-smade, title = "{SMADE}-{IE}: Sparse Multi-Agent Framework with Evidence-Driven Debate for Zero-Shot Information Extraction", author = "Huang, Kenfeng and Cai, Yi and Wu, Xin and Deng, Zikun and Yuan, LI", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1381/", pages = "31532--31554", ISBN = "979-8-89176-459-0" }