VScript: Controllable Script Generation with Visual Presentation

In order to offer a customized script tool and inspire professional scriptwriters, we present VScript. It is a controllable pipeline that generates complete scripts, including dialogues and scene descriptions, as well as presents visually using video retrieval. With an interactive interface, our system allows users to select genres and input starting words that control the theme and development of the generated script. We adopt a hierarchical structure, which first generates the plot, then the script and its visual Figure 1: An example of the generated script (right) presentation. A novel approach is also introduced with its visual presentation (top left) from VScript. to plot-guided dialogue generation by Given the inputs, i.e., genre and starting words, a plot treating it as an inverse dialogue summarization. is generated, which guides the generation of a script The experiment results show that our approach consisting of a scene description and a dialogue. The outperforms the baselines on both automatic words highlighted in pink show the belongingness to and human evaluations, especially in the given genre (Sci-Fi).