Before revision:  In order to quantifythe truthfulness of article-headline pairs, weconsider the textual entailment of whether anarticle entails its headline.
After revision:  In order to quantifythe truthfulness of article-headline pairs, we consider the textual entailment of whether anarticle entails its headline.