@inproceedings{ekuni-etal-2026-training, title = "Training Lightweight {PII} Text Detectors via Rubric-Guided Contrastive Data Synthesis", author = "Ekuni, Shota and Zeng, Jie and Kobashi, Yohei and Kojima, Takeshi and Iwasawa, Yusuke and Matsuo, Yutaka", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.242/", pages = "4090--4104", ISBN = "979-8-89176-460-6" }