Mixture of experts and concatenation obtain slightly worse F1 scores than the baseline CNN system, but random attention performs significantly better.
to the SemEval datasets, individual users often contribute multiple reviews in the Ciao datasets (the average number of reviews from an author is 10.8; Table 7).