The field of Machine Learning is constantly evolving, with cutting-edge trends emerging at a rapid pace. One notable trend is the increasing implementation of deep learningmodels for sophisticated tasks such as natural language processing. Furthermore, there is a growing emphasis on explainability in deep learning architectures to address concerns