The labeling f (x) is thus defined as: f (x) = arg max y∈Y + F (x, y; w).
a normalization step is applied to each post: fully capitalized words are converted in lowercase; reply marks are replaced with the pseudo-token USER, hyperlinks by LINK, hashtags by HASHTAG and emoticons by special tokens 5 .