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THEaiTRE 1.0: Interactive generation of theatre play scripts

17 February 2021
Rudolf Rosa
Tomáš Musil
Ondrej Dusek
Dominik Jurko
Patrícia Schmidtová
David Marevcek
Ondrej Bojar
Tom Kocmi
Daniel Hrbek
David Kovsvták
Martina Kinská
Marie Nováková
Josef Dolevzal
Klára Vosecká
Tomávs Studeník
Petr vZabka
    VGen
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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.

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