@inproceedings{li-etal-2026-geometry-first,
    title = "Geometry First: Shaping Sentence Embeddings with Controlled Singular Value Regularization",
    author = "Li, Senyu  and
      Yu, Hao  and
      Wang, Ziyuan  and
      Adelani, David Ifeoluwa",
    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.682/",
    pages = "15711--15726",
    ISBN = "979-8-89176-459-0"
}