@article{knowledgecapsulesstructurednonparametric,
  title = {Knowledge Capsules: Structured Nonparametric Memory Units for LLMs},
  author = {Bin Ju and Shenfeng Weng and Danying Zhou and Rongkai Xu and Kunkai Su},
  year = {2026},
  eprint = {2604.20487},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.20487},
}