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 11–20 of 235 papers

TitleStatusHype
Content Planning for Neural Story Generation with Aristotelian RescoringCode1
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsCode1
Is ChatGPT a Good NLG Evaluator? A Preliminary StudyCode1
Collective Critics for Creative Story GenerationCode1
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-EnhancementCode1
Hierarchical Neural Story GenerationCode1
A Plug-and-Play Method for Controlled Text GenerationCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational TransformerCode1
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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