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: Cao, Y. (Author), Feng, X. (Author), Guo, R. (Author), Hu, W. (Author), Li, Y. (Author), Wang, Z. (Author), Zhao, Q. (Author), Zhao, S. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
causal inference
data pre-training
deep neural network
legal judgment prediction
multi-task learning
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