Different from Nallapati et al. (2017) 's approach to greedily add sentences to the summary that maximizes the ROUGE score, our approach is more similar to <cite>Chen and Bansal (2018)</cite>'s model that calculates the individual reference sentence-level score as per its similarity with each sentence in the corresponding document.