TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents

Lee et al. "TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I17.33989

[Lee et al. "TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/lee2025aaai-timecap/) doi:10.1609/AAAI.V39I17.33989

@inproceedings{lee2025aaai-timecap,
  title     = {{TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents}},
  author    = {Lee, Geon and Yu, Wenchao and Shin, Kijung and Cheng, Wei and Chen, Haifeng},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {18082-18090},
  doi       = {10.1609/AAAI.V39I17.33989},
  url       = {https://mlanthology.org/aaai/2025/lee2025aaai-timecap/}
}