The emergence of social media caused a drastic change in the way information is published. The possibility for people with different backgrounds to publish information has caused non-standard style, formality, content, genre and topics to be present in documents that are published or texted. One such example are posts in microblogs and social networks, such as Twitter, Facebook and Sina Weibo. ...