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Automatic Story Generation: Challenges and Attempts

Amal Alabdulkarim, Siyan Li, Xiangyu Peng

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Abstract

Automated storytelling has long captured the attention of researchers for the ubiquity of narratives in everyday life. The best humancrafted stories exhibit coherent plot, strong characters, and adherence to genres, attributes that current states-of-the-art still struggle to produce, even using transformer architectures.

Topics & Concepts

StorytellingNarrativeComputer scienceTransformerPlot (graphics)ControllabilityCharacter (mathematics)Artificial intelligenceNatural language processingEngineeringLiteratureArtElectrical engineeringVoltageStatisticsGeometryApplied mathematicsMathematicsTopic ModelingArtificial Intelligence in GamesNatural Language Processing Techniques
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