Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models

Zhiqing Cui, Binwu Wang, Qingxiang Liu +4

Large language models (LLM) have emerged as a promising avenue for time series forecasting, offering the potential to integrate multimodal data. However, existing LLM-based approac…