Enhancing Legal Argument Mining with Domain Pre-training and Neural Networks

Gechuan Zhang, Paul Nulty, David Lillis

The contextual word embedding model, BERT, has proved its ability on downstream tasks with limited quantities of annotated data. BERT and its variants help to reduce the burden of…