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JPO: Juris Policy Optimization for Structured Legal Reasoning in Criminal Judgment Prediction
Criminal judgment prediction requires models to infer statutory articles, charges, and sentencing outcomes from case facts. Unlike standard classification tasks, it involves a structured reasoning process in which statutes should be matched with facts, charges should be justified by statutes, and se
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