Different weighting variations evaluated on the compounds data set (32,246 nominal compounds). All variations use t = 100 transformations, word representations with n = 200 dimensions and the dropout rate that was observed to work best on the dev dataset (see Appendix 6 for details). Results on the 6,442 compounds in the test set of the German compounds data set.