To characterize the types of paraphrasing issues, two authors of this paper investigated the crowd-sourced paraphrases, and recognized 5 primary categories of paraphrasing issues.
we only considered paraphrase-level issues related to the validity of a paraphrase without considering dataset-level quality issues such as lexical diversity (Negri et al., 2012) and bias (Henderson et al., 2018).