The embedding representation plays a important role in the Neural Structured Learning (NSL) framework, which is a powerful tool in the field of Artificial Intelligence. NSL is built on top of TensorFlow, a widely-used open-source machine learning framework, and it aims to enhance the learning process by incorporating structured information into the training process. In