THEaiTRE 1.0: Interactive generation of theatre play scripts

Rudolf Rosa, Tomás Musil, Ondrej Dusek, Dominik Jurko, Patrícia Schmidtová, David Marecek, Ondrej Bojar, Tom Kocmi, Daniel Hrbek, David Kosták, Martina Kinská, Marie Nováková, Josef Dolezal, Klára Vosecká, Tomás Studeník, Petr Zabka

Abstract: We present the first version of a system for interactive generation of theatre play scripts. The system is based on a vanilla GPT-2 model with several adjustments, targeting specific issues we encountered in practice. We also list other issues we encountered but plan to only solve in a future version of the system. The presented system was used to generate a theatre play script planned for premiere in February 2021.