The tweet length is suitable for typical crowdsourcing tasks, thus, there is no need for pre-processing of T weet2014DS1 and T weet2015DS2 datasets.
to optimize the length of the news articles for the crowdsourcing task, each news article was split into text snippets, i.e., sentences.