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THEaiTRE: Artificial Intelligence to Write a Theatre Play

25 June 2020
Rudolf Rosa
Ondrej Dusek
Tom Kocmi
David Marevcek
Tomáš Musil
Patrícia Schmidtová
Dominik Jurko
Ondrej Bojar
Daniel Hrbek
David Kovsvták
Martina Kinská
Josef Dolevzal
Klára Vosecká
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Abstract

We present THEaiTRE, a starting project aimed at automatic generation of theatre play scripts. This paper reviews related work and drafts an approach we intend to follow. We plan to adopt generative neural language models and hierarchical generation approaches, supported by summarization and machine translation methods, and complemented with a human-in-the-loop approach.

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