@article{tailawareinformationtheoreticgeneralizat,
  title = {Tail-Aware Information-Theoretic Bounds for LLM Alignment under Heavy-Tailed Rewards},
  author = {Huiming Zhang and Binghan Li and Wan Tian and Qiang Sun},
  year = {2026},
  eprint = {2604.10727},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.10727},
}