Before revision:  By visualizing the learned attention (words), we find  LA-HCN is able to extract meaningful but different information from text based on different labels which is helpful for human understanding and explanation of classification results .
After revision:  By visualizing the learned attention (words), we find LA-HCN is able to extract meaningful but different information from text based on different labels which provides explainability that may be helpful for the human analyst .