Deep learning algorithms are revolutionizing various fields, such as image recognition to natural language processing. However, their sophisticated nature often creates a challenge: understanding how these models arrive at their decisions. This lack of transparency, often referred to as the "black box" problem, impedes our ability to fully trust an