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SakJae Lim

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Open access Sep 2026

Evaluating Grounded Alignment of LLM Explanations in Financial Risk Early Warning: A Prediction–Explanation Separation Framework

Purpose: This study proposes a large language model (LLM) framework that separates prediction from explanation for early warning of high-volatility regimes in the Korean stock market, in which a dedicated model issues the forecast and an LLM produces auditable, evidence-grounded explanations. The goal is to evaluate an...

SakJae Lim, Nak-hyun Jung · 0 citations

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