ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks

T. Y. S. S Santosh, Tuan-Quang Vuong, Matthias Grabmair

This study investigates the challenges posed by the dynamic nature of legal multi-label text classification tasks, where legal concepts evolve over time. Existing models often over…