's results reveal interesting patterns in sentences used in a sentiment classification task, their work illustrates some limitations as well.
the work deals with a classification task with few classes, aggregates relevance per word for each predicted class, but offers little insight in how word meanings interact to build up sentence meaning beyond 'pushing in the right direction' vs. 'pushing in the wrong direction'.