Improving Crude Oil Price Prediction Using LLM-Based Hierarchical Semantic Extraction and Heterogeneous Graph Neural Networks. - Shang Cao; Ziqi Qu; Caichun Cen; Zeling Xu; Yuntao Zou (IEEE Access, 2026)