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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 1–25 of 235 papers

TitleStatusHype
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video GenerationCode9
SEED-Story: Multimodal Long Story Generation with Large Language ModelCode4
Locally Typical SamplingCode4
One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single PromptCode3
TextBox 2.0: A Text Generation Library with Pre-trained Language ModelsCode3
Learning to Reason for Long-Form Story GenerationCode2
TheaterGen: Character Management with LLM for Consistent Multi-turn Image GenerationCode2
MAGE: Machine-generated Text Detection in the WildCode2
Language Models Can See: Plugging Visual Controls in Text GenerationCode2
StoryWriter: A Multi-Agent Framework for Long Story GenerationCode1
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
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
Is ChatGPT a Good NLG Evaluator? A Preliminary StudyCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsCode1
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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