Many works in NLP mainly focus on the zero-shot/semisupervised scenario (Xie et al., 2016;Ma et al., 2016;Carlson et al., 2009), which incorporate extra information to classify objects never appearing in the training sets.
for the first step, We use Wikipedia as the corpus ii and Wikidata as the KB.