Note, however, that even on the<cite> (Perret et al., 2016)</cite> data set, the MST decoding mechanism provided LogReg* only a boost of 12 F1 points, as seen in Table 4 , which is significantly lower than what is reported in<cite> (Perret et al., 2016)</cite> .