The final local feature vector f is the sum of f i from all words: We follow Bamman and Smith (2015) for defining the features of the contextual tweets.
a set of salient words are extracted from history tweets of the target tweet author, which can reflect the tendency of the author in using irony or sarcasm towards certain subjects.