A significant challenge in Natural Language Processing (NLP) is the performance of question-answering (QA) systems when dealing with extensive collections of structurally similar documents. Traditional models struggle to retrieve accurate information from these homogeneous datasets, leading to imprecise and irrelevant responses.… Read