This is a competition hosted for the workshop SemEval-21. My team and I (part of what we call the “Language Research Group”) along with Prof. Tirtharaj Dash. We devised several systems with augmentations and hypernym/hyponym information, statistical analysis for imperceptibility, and propose an idea to get the region in sentences with maximum relevant context to the question answered.