A sentence-prediction model grounded in Chinese sentencing rules, updated online with a momentum LMS algorithm, reaches accuracy near a noise-limited theoretical bound on a new intentional-injury dataset.
Integrating domain knowledge in ai-assisted criminal sentencing of drug trafficking cases,
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Adaptive Sentencing Prediction with Guaranteed Accuracy and Legal Interpretability
A sentence-prediction model grounded in Chinese sentencing rules, updated online with a momentum LMS algorithm, reaches accuracy near a noise-limited theoretical bound on a new intentional-injury dataset.