Wordcraft: A Human-AI Collaborative Editor for Story Writing
Wordcraft: a Human-AI Collaborative Editor for Story Writing

    
    
                
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            Abstract:As neural language models grow in effectiveness, they are increasingly being applied in real-world settings. However these applications tend to be limited in the modes of interaction they support. In this extended abstract, we propose Wordcraft, an AI-assisted editor for story writing in which a writer and a dialog system collaborate to write a story. Our novel interface uses few-shot learning and the natural affordances of conversation to support a variety of interactions. Our editor provides a sandbox for writers to probe the boundaries of transformer-based language models and paves the way for future human-in-the-loop training pipelines and novel evaluation methods.
    

    
    
  
      Submission history From: Daphne Ippolito [view email]          [v1]
        Thu, 15 Jul 2021 16:18:27 UTC (8,200 KB)
