In this work, we adapt general-purpose extractive summarization algorithms (Nallapati et al., 2017;Zheng and Lapata, 2019) to identify informative scenes in screenplays and instill in them knowledge about narrative film structure (Hauge, 2017;Cutting, 2016;Freytag, 1896).
we adopt a scheme commonly used by screenwriters as a practical guide for producing successful screenplays.