As deep learning models usually contain a large number of parameters that need to be learned, to prevent over-fitting (Lawrence et al., 1997;Srivastava et al., 2014) we usually need a large dataset to train upon.
we curated a bigger dataset with hierarchical labels from Wikipedia meta information provider DBpedia 5 .