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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 26–50 of 235 papers

TitleStatusHype
Persistent Anti-Muslim Bias in Large Language ModelsCode1
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
Leveraging Natural Supervision for Language Representation Learning and GenerationCode1
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsCode1
TVStoryGen: A Dataset for Generating Stories with Character DescriptionsCode1
Improving Open-Ended Text Generation via Adaptive DecodingCode1
Hierarchical Neural Story GenerationCode1
Is ChatGPT a Good NLG Evaluator? A Preliminary StudyCode1
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-EnhancementCode1
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsCode1
FairyTailor: A Multimodal Generative Framework for StorytellingCode1
A Plug-and-Play Method for Controlled Text GenerationCode1
Long Text Generation by Modeling Sentence-Level and Discourse-Level CoherenceCode1
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
Collective Critics for Creative Story GenerationCode1
DataNarrative: Automated Data-Driven Storytelling with Visualizations and TextsCode1
Nominal Metaphor Generation with Multitask LearningCode1
Modeling Protagonist Emotions for Emotion-Aware StorytellingCode1
Content Planning for Neural Story Generation with Aristotelian RescoringCode1
A Temporal Variational Model for Story GenerationCode1
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational TransformerCode1
Persona-Guided Planning for Controlling the Protagonist's Persona in Story GenerationCode1
Persona-Guided Planning for Controlling the Protagonist’s Persona in Story GenerationCode1
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State TrackingCode1
WebNovelBench: Placing LLM Novelists on the Web Novel DistributionCode1
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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