Enhancing Rhetorical Role Labeling in Legal Documents through Neighborhood-Aware Techniques

Leveraging knowledge from semantically and contextually similar instances can enhance the performance of rhetorical role classifiers in legal documents, particularly in addressing challenges such as label imbalance and intricate role intertwining.