An Approach Based on Cross-Attention Mechanism and Label-Enhancement Algorithm for Legal Judgment Prediction

Legal Judgment Prediction aims to automatically predict judgment outcomes based on descriptions of legal cases and established law articles, and has received increasing attention. In the preliminary work, several problems still have not been adequately solved. One is how to utilize limited but valua...

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Bibliographic Details
Published in:	Mathematics (Basel) Vol. 11; no. 9; p. 2032
Main Authors:	Chen, Junyi, Zhang, Xuanqing, Zhou, Xiabing, Han, Yingjie, Zhou, Qinglei
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 25.04.2023
Subjects:	Algorithms Analysis Civil law cross-attention Descriptions Dictionaries Distillation graph convolutional network Judgments Keywords label-enhancement algorithm Laws, regulations and rules legal judgment prediction Mathematics Methods multi-task learning Neural networks Representations Semantics Text categorization France China Germany
ISSN:	2227-7390, 2227-7390
Online Access:	Get full text
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