Enhancing Zero-Shot Time Series Forecasting in Off-the-Shelf LLMs via Noise Injection

Xingyou Yin, Ceyao Zhang, Min Hu +1

Large Language Models (LLMs) have demonstrated effectiveness as zero-shot time series (TS) forecasters. The key challenge lies in tokenizing TS data into textual representations th…