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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Vydáno v:	Mathematics (Basel) Ročník 11; číslo 9; s. 2032
Hlavní autoři:	Chen, Junyi, Zhang, Xuanqing, Zhou, Xiabing, Han, Yingjie, Zhou, Qinglei
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Basel MDPI AG 25.04.2023
Témata:	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
On-line přístup:	Získat plný text
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