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This paper shows how to use large-scale pre-trained language models toextract character roles from narrative texts without training data. Queriedwith a zero-shot question-answering prompt, GPT-3 can identify the hero,villain, and victim in diverse domains: newspaper articles, movie plotsummaries, and political speeches.

Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data