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Sophia Ananiadou

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Preprint Aug 2026

ShiJianBench: From Dialogue to Decision for Long-Horizon Evaluation of Investment Advisors

Experiments on Chinese fund-market traces from 2021 to 2026 identify a stable leading group of LLM advisors that combines substantially stronger personalized content with competitive investor-side trajectory outcomes.

Jie Gong, Mao-Wei Jiang, Zhiwei Liu et al. · 3 citations · ⚡1

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