@inproceedings{huang-etal-2026-zzucs, title = "zzucs at {P}sy{D}ef{D}etect: Bridging Long-Tail Imbalance and Clinical Rubrics for {DMRS} Defense-Level Detection", author = "Huang, Bin and Su, Liuyuan and Yuan, Kaixuan and Zhao, Guanghui and Zhang, Shixin and Zhang, Kunli", editor = "Gupta, Deepak and Demner-Fushman, Dina", booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.3/", pages = "13--23", ISBN = "979-8-89176-435-4" }