@article{augurmodelingcovariatecausalassociations,
  title = {Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models},
  author = {Zhiqing Cui and Binwu Wang and Qingxiang Liu and Yeqiang Wang and Zhengyang Zhou and Yuxuan Liang and Yang Wang},
  year = {2025},
  eprint = {2510.07858},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.07858},
}