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Generating short RPG side-quest stories with transformers

Myśliwiec, J. (2020) Generating short RPG side-quest stories with transformers.

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Abstract:Progress in natural language processing has allowed for the exploration of automatically creating creatively written stories. The proposed research will exploit that possibility. By using GPT-2 trained additionally on a purpose build data-set the system will generate short stories to support RPG side-quests. This paper’s contribution is to show that fine-tuning a general pretrained transformer for story generation has potential to be a good option for obtaining descriptions for quests, if used in computer-human collaboration. It also highlights the shortcomings in the current method and proposes how those shortcomings may be addressed in future attempts.
Item Type:Essay (Bachelor)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:54 computer science
Programme:Computer Science BSc (56964)
Link to this item:http://purl.utwente.nl/essays/82034
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