@inproceedings{zhou-etal-2026-queries, title = "When Queries Crowd: Diagnosing and Improving Spread-Out Regularization for Text Embeddings", author = "Zhou, Zeqi and Zeng, Qingcheng and Yang, Rui and Liu, Jiarui and Qi, Heli and Yu, Puxuan and Xuan, Weihao and Yokoya, Naoto", 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.1585/", pages = "36051--36070", ISBN = "979-8-89176-459-0" }