@article{onelayertransformersareprovablyoptimal,
  title = {One-Layer Transformers are Provably Optimal for In-context Reasoning and Distributional Association Learning in Next-Token Prediction Tasks},
  author = {Quan Nguyen and Thanh Nguyen-Tang},
  year = {2025},
  eprint = {2505.15009},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.15009v1},
}