Nonetheless, since we aim at modeling an SRL system for a new language (Italian) and a new domain (dialog transcriptions), the above features may result ineffective.
to achieve independence on the application domain, we exploited Tree Kernels (Collins and Duffy, 2002) over automatic structural features proposed in (Moschitti et al., 2005;.