Highlights: (1) Hierarchical gating integrates market sentiment extracted from news. (2) Stock parameter-sharing Mamba models temporal dependencies efficiently. (3) Attention between stock tokens was computed based on Stock-wise Tokenization. (4) Tests show GHOST outperforms stock models in both Chinese and U.S. markets.
☆26Nov 29, 2025Updated 10 months ago
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