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 191–200 of 235 papers

TitleStatusHype
Controllable Multi-Character Psychology-Oriented Story GenerationCode0
Narrative Text Generation with a Latent Discrete PlanCode0
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story GenerationCode0
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models—0
Plan-CVAE: A Planning-based Conditional Variational Autoencoder for Story Generation—0
Graph-based Multi-hop Reasoning for Long Text Generation—0
Improving Language Generation with Sentence Coherence ObjectiveCode0
Narrative Interpolation for Generating and Understanding Stories—0
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2Code0
Storytelling from an Image Stream Using Scene Graphs—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