MSJudge
Introduced by Ma et al. in Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting
This is a challenging dataset from real courtrooms to predict the legal judgment in a reasonably encyclopedic manner by leveraging the genuine input of the case -- plaintiff's claims and court debate data, from which the case's facts are automatically recognized by comprehensively understanding the multi-role dialogues of the court debate, and then learnt to discriminate the claims so as to reach the final judgment through multi-task learning.
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