STELLA: Guiding Large Language Models for Time Series Forecasting with Semantic Abstractions
By: Junjie Fan, Hongye Zhao, Linduo Wei, Jiayu Rao, Guijia Li, Jiaxin Yuan, Wenqi Xu, Yong Qi
Published: 2025-12-05
View on arXiv →Abstract
STELLA proposes a method to guide Large Language Models for improved time series forecasting by employing semantic abstractions, potentially leading to more accurate and interpretable predictions in various real-world applications.