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Pianran Guo

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FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness

FinAcumen accumulates financially grounded reasoning experience from prior trajectories, distilling successful strategies and failure-derived cautionary rules into a persistent memory bank, and shows that selective experience activation improves reasoning reliability under retrieval uncertainty.

Pianran Guo, Pengcheng Zhou, Yucheng Jian et al. · 1 citation

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