Qualia: Towards Automating Screenplay Evaluation
October 21, 2016
Film studios use human readers to evaluate screenplay submissions, which is inefficient. Our model, Qualia, predicts whether a screenplay is of producible quality. Qualia incorporates a corpus of professional screenplays and a manually collected corpus of amateur scripts, and is the first screenplay evaluation model to include both corpus types. Our approach achieves an accuracy of: 63.81% .