InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs

Peiliang Gong, Emadeldeen Eldele, Chenyu Liu +8

Large Language Models (LLMs) have recently demonstrated impressive potential for time series forecasting. However, existing methods predominantly rely on passive modality alignment…