@inproceedings{zhang-etal-2026-sparrow-scalable, title = "{SPARROW}: Scalable Taxonomy Induction via Structure-Preserving Partitioning and Constraint-Guided Merging", author = "Zhang, Yirui and Tang, Yixuan and Sun, Yandong and Lee, Mong-Li and Tung, Anthony Kum Hoe", 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.1502/", pages = "34320--34332", ISBN = "979-8-89176-459-0" }