We compare our results to the FREQ and SENSE baselines, and to the best results obtained by Cocos et al. (2018) who use information obtained from lexico-syntactic patterns, a lexicon annotated with intensity (SO-CAL) (Taboada et al., 2011), and paraphrases from PPDB.
more details about this filtering are given in Appendix A.