June 5, 2024, 4:52 a.m. | Jorge Leandro, Sudha Rao, Michael Xu, Weijia Xu, Nebosja Jojic, Chris Brockett, Bill Dolan

cs.CL updates on arXiv.org arxiv.org

arXiv:2311.09213v2 Announce Type: replace
Abstract: Dialogue-based Role Playing Games (RPGs) require powerful storytelling. The narratives of these may take years to write and typically involve a large creative team. In this work, we demonstrate the potential of large generative text models to assist this process. \textbf{GENEVA}, a prototype tool, generates a rich narrative graph with branching and reconverging storylines that match a high-level narrative description and constraints provided by the designer. A large language model (LLM), GPT-4, is used to …

abstract arxiv creative cs.cl dialogue games generative geneva llms playing potential process prototype replace role role playing role playing games storytelling team text tool type work

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