Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification

Xi Wang, Iadh Ounis, Craig Macdonald

The incompleteness of positive labels and the presence of many unlabelled instances are common problems in binary classification applications such as in review helpfulness classifi…