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Lawrence Liu

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#artificial intelligence Preprint Sep 2026

Making Alternative Data Work: Context-Augmented LLMs for Financial Forecasting

When forecasting a firm's future financial performance, alternative data - data collected from non-traditional sources such as consumer transactions, web traffic, and prediction markets - can provide timely signals about firms'operating activities and broader market conditions. These signals may reveal information that...

Jihoon Kwon, Lawrence Liu, Daekyung Park et al. · 0 citations

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