Large Language Models Memorize Supreme Court Cases, Demonstrating Complex Classification Abilities

Large Language Models Memorize Supreme Court Cases, Demonstrating Complex Classification Abilities

Recent research demonstrates that advanced language models, when prompted with relevant information, outperform previous methods in accurately classifying complex legal decisions from the United States Supreme Court, achieving a measurable improvement in performance on challenging topic categorisation tasks.