@article{causalsemanticalignmentforllmbasedtimese,
  title = {Causal Semantic Alignment for LLM-based Time Series Forecasting},
  author = {Kexuan Zhang and Xiaobei Zou and Cesare Alippi and Gary G. Yen and Yang Tang},
  year = {2026},
  eprint = {2606.08262},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.08262},
}