We preprocess the input text following standard steps.
we tokenize with the NLTK's TweetTokenizer (Bird, 2006), lowercase all text, and use regular expressions to remove stop words, numbers, urls, consecutive repeated words and Twitter users (i.e., tokens whose first character is '@').