@article{perplexityawaredatascalinglawperplexityl,
  title = {Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training},
  author = {Lei Liu and Hao Zhu and Yue Shen and Zhixuan Chu and Jian Wang and Jinjie Gu and Kui Ren},
  year = {2025},
  eprint = {2512.21515},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.21515},
}