BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting

BibTeX

@inproceedings{zhouBALMTSFBalancedMultimodal2025,
  title = {{BALM-TSF}: {Balanced Multimodal Alignment} for {LLM-Based Time Series Forecasting}},
  shorttitle = {{BALM-TSF}},
  booktitle = {Proceedings of the 34th {ACM International Conference} on {Information} and {Knowledge Management}},
  author = {Zhou, Shiqiao and Schöner, Holger and Lyu, Huanbo and Fouché, Edouard and Wang, Shuo},
  year = {2025},
  month = nov,
  series = {{CIKM} '25},
  pages = {4498--4508},
  publisher = {Association for Computing Machinery},
  location = {New York, NY, USA},
  doi = {10.1145/3746252.3761278},
  url = {https://dl.acm.org/doi/10.1145/3746252.3761278},
  urldate = {2025-11-27},
  isbn = {979-8-4007-2040-6},
  file = {download/publications/Zhou2025_BALM-TSFBalancedMultimodalAlignmentforLLM-BasedTimeSeriesForecasting.pdf}
}

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