Due to the difficulty of abstractive summarization, the great majority of past work has been extractive (Kupiec et al., 1995;Paice, 1990;Saggion and Poibeau, 2013).
the recent success of sequence-to-sequence models (Sutskever  Figure 2: Baseline sequence-to-sequence model with attention.