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

@inproceedings{zhou-2025-balmtsf, author = {Shiqiao Zhou and Holger Sch\"{o}ner and Huanbo Lyu and Edouard Fouch\'{e} and Shuo Wang}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {4498--4508}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761278}, doi = {https://doi.org/10.1145/3746252.3761278} }