Scriptbase (Gorinski and Lapata, 2015) is another movie database which consists of movie screenplays (without video) and has been used to generate script summaries.
to the story comprehension tasks envisaged in MovieQA and MovieDescription, we focus on a single cinematic genre (i.e., crime series), and have access to entire episodes (and their corresponding screenplays) as opposed to video-clips or DVSs for some of the data.