Maike Feng

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection

This paper introduces a novel approach that leverages Large Language Models (LLMs) and Generative Agents to enhance time series forecasting by reasoning across both text and time series data. With language as a medium, our method adaptively integrates social events into forecasting models, aligning…