DeepStory

Dramatron is a system that uses large language models that could be useful for authors for co-writing theatre scripts and screenplays. Dramatron uses hierarchical story generation for consistency across the generated text. Starting from a log line, Dramatron interactively generates character descriptions, plot points, location descriptions and dialogue. These generations provide human authors with material for compilation, editing, and rewriting. Dramatron is conceived as a writing tool and as a source of inspiration and exploration for writers. To evaluate Dramatron’s usability and capabilities, we engaged 15 playwrights and screenwriters in two-hour long user study sessions to co-write scripts alongside Dramatron. One concrete illustration of how Dramatron can be utilized by creative communities is how one playwright staged 4 heavily edited and rewritten scripts co-written alongside Dramatron.