Structural Dilemmas and Developmental Pathways of Legal Argument Mining in the Era of Artificial Intelligence

ArXi:2605.02308v1 Announce Type: new Against the backdrop of rapid advances in artificial intelligence, legal argument mining has emerged as an important research area linking legal texts with intelligent analysis, carrying significant theoretical and practical implications. Existing studies have primarily developed along three dimensions: data, technology, and theory. At the data level, raw legal texts and annotated corpora constitute the foundational resources.