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  • Cyril Chhun, Pierre Colombo, Chloé Clave...
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    Sep 15th, 2022
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    preprint
    Cyril Chhun, Pierre Colombo, Chloé Clave...
    Sep 15th, 2022

    Research on Automatic Story Generation (ASG) relies heavily on human and automatic evaluation. However, there is no consensus on which human evaluation criteria to use, and no analysis of how well automatic criteria correlate with them. In this paper, we propose to re-evaluate ASG evaluation. We introduce a set of 6 orthogonal and comprehensive human criteria, carefully motivated by the social sciences literature. We also present HANNA, an annotated dataset of 1,056 stories produced by 10...

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