Research in abstractive summarization with sequence-to-sequence models focuses on neural architectures (Rush et al., 2015; Chopra et al., 2016; Nallapati et al., 2016; See et al., 2017; <cite>Paulus et al., 2017)</cite> and learning objectives<cite> (Paulus et al., 2017)</cite> .