Graph Reasoning With Supervised Contrastive Learning for Legal Judgment Prediction
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2023.3344634
Abstract: Given the fact descriptions of legal cases, the legal judgment prediction (LJP) problem aims to determine three judgment tasks of law articles, charges, and the term of penalty. Most existing studies have considered task dependencies… read more here.
Keywords: graph reasoning; legal judgment; judgment prediction; contrastive learning ... See more keywords
Study of Deep Learning-Based Legal Judgment Prediction in Internet of Things Era
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8490760
Abstract: Legal judgment prediction is the most typical application of artificial intelligence technology, especially natural language processing methods, in the judicial field. In a practical environment, the performance of algorithms is often restricted by the computing… read more here.
Keywords: legal judgment; judgment prediction; based legal; prediction ... See more keywords