The neural structured learning (NSL) framework is a powerful tool in the field of artificial intelligence that allows us to incorporate structured information into neural networks. It provides a way to train models with both labeled and unlabeled data, leveraging the relationships and dependencies between different data points. In the NSL framework, there are two