Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting

Siming Sun, Kai Zhang, Xuejun Jiang +2

Adapting pretrained Large Language Models (LLMs) for time series forecasting primarily relies on token-level linguistic-temporal alignment, leading to the stacking of logically dis…