A Hybrid Approach to Co-creative Story Authoring Using Grammars and Language Models
Keywords:Co-Creative Story Authoring, Story Generation, Large Language Models, Story Grammars
AbstractLarge language models are powerful tools for story generation, but are difficult to control. Story grammars are a more controllable tool for story generation, but require a large amount of upfront work and tend to create predictable results. We present a story generation tool that combines the positives of both methods using language models to aid in writing a grammar, and using the output of that grammar to generate controlled text from language models. Our approach combines the structure of a grammar with the unexpectedness of a large language model.
How to Cite
Riddle, A. (2022). A Hybrid Approach to Co-creative Story Authoring Using Grammars and Language Models. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 18(1), 282-284. https://doi.org/10.1609/aiide.v18i1.21975
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