Research on a Decision Prediction Method Based on Causal Inference and a Multi-Expert FTOPJUDGE Mechanism

Research on a Decision Prediction Method Based on Causal Inference and a Multi-Expert FTOPJUDGE Mechanism

Legal judgement prediction (LJP) is a crucial part of legal AI, and its goal is to predict the outcome of a case based on the information in the description of criminal facts. This paper proposes a decision prediction method based on causal inference and a multi-expert FTOPJUDGE mechanism. First, a...

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Bibliographic Details
Main Authors: Qiang Zhao, Rundong Guo, Xiaowei Feng, Weifeng Hu, Siwen Zhao, Zihan Wang, Yujun Li, Yewen Cao
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Mathematics
Subjects:
deep neural network
legal judgment prediction
causal inference
data pre-training
multi-task learning
Online Access:https://www.mdpi.com/2227-7390/10/13/2281

Internet

https://www.mdpi.com/2227-7390/10/13/2281

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