Figure 5 shows the curves for the three roles Arg0, Arg1 and ArgM, respectively for linear and semantic kernel whereas Figure  6 shows the multi-class classifier f 1 plots.
in this paper a new kernel for automatic classification of predicate arguments has been designed and experimented.