@misc{lit_2610_38422,
  title = { {Deeper Backpropagation or More Updates? Training Looped Language Models Across Budgets} },
  author = {Jiarun Shen and Xiao Li},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.38422},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.38422}
}