SOTAVerified

Story Generation

Story generation is the task of automatically generating a coherent narrative, often from a set of premises or a brief summary.

Papers

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Showing 226–235 of 235 papers

TitleStatusHype
Evaluating Creative Short Story Generation in Humans and Large Language ModelsCode0
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross AttentionCode0
Whose story is it? Personalizing story generation by inferring author stylesCode0
Envisioning Narrative Intelligence: A Creative Visual Storytelling AnthologyCode0
Affective and Dynamic Beam Search for Story GenerationCode0
Visual Story Generation Based on Emotion and KeywordsCode0
Do Massively Pretrained Language Models Make Better Storytellers?Code0
Directed Beam Search: Plug-and-Play Lexically Constrained Language GenerationCode0
DeltaScore: Fine-Grained Story Evaluation with PerturbationsCode0
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story UnderstandingCode0
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All datasetsFandom devFandom testTVMegaSite devTVMegaSite testWritingPrompts

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1(NN) Oracle plot + summary + oracle char. desc.BLEU28.4—Unverified
#ModelMetricClaimedVerifiedStatus
1(NN) Oracle plot + summary + oracle char. desc.BLEU28.4—Unverified
#ModelMetricClaimedVerifiedStatus
1(NN) Oracle plot + summary + oracle char. desc.BLEU30.9—Unverified
#ModelMetricClaimedVerifiedStatus
1(NN) Oracle plot + summary + oracle char. desc.BLEU28.1—Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)BLEU-133.79—Unverified