Some of the popular features used in the existing studies include linguistic features such as morphological, syntactic and semantic information of words and domain-specific features from biomedical ontologies such as Bio-Thesaurus (Liu et al., 2006) and UMLS (Unified Medical Language System) (Bodenreider, 2004).
these features heavenly account to the problem of data sparsity.