@inproceedings{li-etal-2025-upsample, title = "Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets", author = "Li, Tianjian and Xu, Haoran and Tan, Weiting and Murray, Kenton and Khashabi, Daniel", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.naacl-long.171/", pages = "3325--3343", ISBN = "979-8-89176-189-6" }