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Open access Jul 2026

Evidence-Calibrated Financial Language Models for Macro-Policy Stance Classification and Decision Cards

Central-bank language often conveys policy direction through qualifying clauses rather than isolated sentiment terms, so evidence-calibrated decision cards are therefore most appropriate for conservative analyst triage rather than autonomous policy interpretation.

Hugo Yan · 0 citations