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Authors
Zhang, Yifei
Li, Yanling
Ge, Fengpei
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Funding
Funding for this research was provided by:
the National Natural Science Foundation of China (62466046)
the National Natural Science Foundation of China (62266033)
the National Natural Science Foundation of China (12204062)
the Key Laboratory of Infinite-dimensional Hamiltonian System and Its Algorithm Application (Inner Mongolia Normal University), Ministry of Education (2023KFZD03)
Inner Mongolia Collaborate Innovation Cultivate Center for Castor (2023ZD10)
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Article History
Received: 11 August 2025
Accepted: 9 November 2025
First Online: 3 December 2025
Declarations
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: The authors declare that they have no conflicts of interest.
: Legal judgment prediction involves high sensitivity, so strict privacy protection is essential in research. Current model is in an early exploratory stage. Since legal case texts may contain personal information, this study uses publicly available, anonymized CAIL2018 dataset. Collected from official judicial platforms, all privacy in dataset was anonymized before release, ensuring research compliance with privacy protection standards.
