FinAbstain: Uncertainty-Calibrated Multimodal RAG for Selective Financial Forecasting

Dorothy Torres, Wei Cheng, Henan Huang

Large language models (LLMs) can synthesize financial narratives but may express high confidence when evidence is sparse, stale, or contradictory. This failure is especially conseq…