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
WebNovelBench: Placing LLM Novelists on the Web Novel DistributionCode1
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story GenerationCode1
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-EnhancementCode1
Collective Critics for Creative Story GenerationCode1
DataNarrative: Automated Data-Driven Storytelling with Visualizations and TextsCode1
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story GenerationCode1
Improving Open-Ended Text Generation via Adaptive DecodingCode1
Event Causality Is Key to Computational Story UnderstandingCode1
StoryBench: A Multifaceted Benchmark for Continuous Story VisualizationCode1
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsCode1
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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