Before revision:  Multi-Aspect Rating Prediction (MARP ), where the goal is to predict the ratings  from a review at an individual aspect level, has become a challenging and an imminent problem.
After revision:  Multi-Aspect Rating Prediction (MARP ), where the goal is to predict the ratings /sentiment from a review at an individual aspect level, has become a challenging and an imminent problem.