Causal Semantic Alignment for LLM-based Time Series Forecasting

Kexuan Zhang, Xiaobei Zou, Cesare Alippi +2

Recent advances in Large Language Models (LLMs) have opened new possibilities for time series forecasting by enabling alignment between temporal patterns and pretrained word embedd…