Exploring the Effectiveness and Interpretability of Texts in LLM-based Time Series Models

Zhengke Sun, Hangwei Qian, Ivor Tsang

Large Language Models (LLMs) have been applied to time series forecasting tasks, leveraging pre-trained language models as the backbone and incorporating textual data to purportedl…