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Xian-Tuo Hu

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#machine learning Preprint Sep 2026

RICE-Alpha: Reliability-Informed Correction with Event Graphs for LLM-Agent Stock Forecasting

Equity-relevant news evolves through temporally dependent corporate events, making historical information useful only when event continuity, information availability, and transition reliability are modeled. Existing LLM-based financial agents incorporate historical evidence, yet they provide limited support for preserv...

Tong-Tong Liu, Lan-Miao Liu, Xian-Tuo Hu · 0 citations

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