The data for our experiments, as for all previous configurations, come from the Polish Coreference Corpus (Ogrodniczuk, 2015, PCC), a large corpus of Polish general nominal coreference manually annotated over the texts of the National Corpus of Polish (Przepiórkowski et al., 2012) 1 and Rzeczpospolita Corpus (Presspublica, 2002).
the network takes an input vector of 1147 units and is passed through a fully connected network with a single output (a value between 0 and 1).