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cs.CL2026

Beyond Sentiment: Structured Information Extraction from Financial News

Daohan Zhu, Sitong Ge, Ruofei Wang +4

The paper proposes a framework that uses a large language model to extract multiple semantic dimensions (event type, impact scope, temporal horizon, confidence, etc.) from financia…