Pappas and Popescu-Belis (2014) adopt a multiple instance regression model to assign sentiment scores to specific product aspects, using a weighted summation of predictions.
this research is based upon work supported in part by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via contract FA8650-17-C-9118.