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 171–180 of 235 papers

TitleStatusHype
Automatic Story Generation: Challenges and Attempts—0
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model—0
GraphPlan: Story Generation by Planning with Event Graph—0
Persistent Anti-Muslim Bias in Large Language ModelsCode1
Transformer-based Conditional Variational Autoencoder for Controllable Story GenerationCode1
Outline to Story: Fine-grained Controllable Story Generation from Cascaded EventsCode1
Directed Beam Search: Plug-and-Play Lexically Constrained Language GenerationCode0
Story Generation with Rich Details—0
Modeling Event Salience in Narratives via Barthes' Cardinal Functions—0
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings—0
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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