@article{beyondneuralcollapsetaskintrinsicgeometr,
  title = {Beyond Neural Collapse: Task-Intrinsic Geometry Governs Neural Representations in Modular Arithmetic},
  author = {Hu Tan and Kuo Gai and Shihua Zhang},
  year = {2026},
  eprint = {2606.08985},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.08985},
}