<ul><li>Existing research on judicial sentencing prediction often lacks interpretability, necessary for scholarly research and judicial practice.</li><li>A new Saturated Mechanistic Sentencing (SMS) model is proposed, rooted in China's Criminal Law, to provide legal interpretability.</li><li>The Momentum Least Mean Squares (MLMS) adaptive algorithm is introduced for the SMS model, with a focus on accuracy without data assumptions.</li><li>Experiments with the Chinese Intentional Bodily Harm dataset show promising prediction accuracy close to the theoretical upper bound, validating the model and algorithm.</li></ul>

Adaptive Sentencing Prediction with Guaranteed Accuracy and Legal Interpretability

Discover more