Neural Structured Learning (NSL) is a framework developed by Google Research that enhances the training of deep learning models by leveraging structured information in the form of graphs. In the context of document classification, NSL utilizes citation information from a natural graph to improve the accuracy and robustness of the classification task. A natural graph