This baseline does not take author information into account: for each comment, only the words of the comment are considered as inputs.
the positive examples are essentially those which the authors considered ambiguous enough to explicitly tag as sarcastic, meaning that the prediction problem is actually to identify which comments are not only sarcastic but both sarcastic and not obviously so.