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Oct, 2018
SECaps:一种用于电荷预测的序列增强胶囊模型
SECaps: A Sequence Enhanced Capsule Model for Charge Prediction
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Congqing He, Li Peng, Yuquan Le, Jiawei He
TL;DR
本文介绍了一种基于序列加强胶囊模型的自动刑事指控预测算法,该模型结合了法律文本的序列信息和空间信息,并且引入了focal loss来缓解非平衡目标的训练中的问题,并在Criminal-S和Criminal-L数据集中分别取得了4.5%和6.4%的显著提升。
Abstract
automatic charge prediction
aims to predict appropriate final charges according to the fact descriptions for a given
criminal case
. Automatic charge pre-diction plays an important role in assisting judges and law
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