A way with the aptitude of automated and dynamic knowledge annotation, as opposed to manual annotation or employing annotators, particularly, for large datasets, may very well be more effective for supervised learning and also minimizing human energy. As a result, a more in-depth investigation of knowledge collection and annotation approaches, or