Methods that embed a paragraph into a single vector have been successfully integrated into many NLP applications, including text classification<cite> (Zhang et al., 2017)</cite> , document retrieval (Le and Mikolov, 2014) , and semantic similarity and relatedness (Dai et al., 2015; Chen, 2017) .