Natural Language Processing is revolutionizing the way legal professionals and laypersons
operate in the legal field. The considerable potential for Natural Language Processing in the …

Multi-label text classification tasks face challenges such as sample diversity, complexity, and
the need for effective utilization of label correlations. In this paper, we propose a model that …

In real-world scenarios, multiple subtasks of legal judgment (such as law article, charge, and
term of penalty) have strict task logical order and label topological relation, and their results …

Legal knowledge involves multidimensional heterogeneous knowledge such as legal
provisions, judicial interpretations, judicial cases, and defenses, which requires extremely …

Abstract Legal Charge Prediction (LCP) is a task of predicting charge labels for which a
criminal should be charged based on the factual case descriptions. In recent years, the …