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 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
TextBox 2.0: A Text Generation Library with Pre-trained Language ModelsCode3
One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single PromptCode3
Language Models Can See: Plugging Visual Controls in Text GenerationCode2
Learning to Reason for Long-Form Story GenerationCode2
MAGE: Machine-generated Text Detection in the WildCode2
TheaterGen: Character Management with LLM for Consistent Multi-turn Image GenerationCode2
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsCode1
Leveraging Natural Supervision for Language Representation Learning and GenerationCode1
Is ChatGPT a Good NLG Evaluator? A Preliminary StudyCode1
A Knowledge-Enhanced Pretraining Model for Commonsense Story GenerationCode1
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
Long Text Generation by Modeling Sentence-Level and Discourse-Level CoherenceCode1
Modeling Protagonist Emotions for Emotion-Aware StorytellingCode1
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
Event Causality Is Key to Computational Story UnderstandingCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
FairyTailor: A Multimodal Generative Framework for StorytellingCode1
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-EnhancementCode1
A Temporal Variational Model for Story GenerationCode1
Hierarchical Neural Story GenerationCode1
A Plug-and-Play Method for Controlled Text GenerationCode1
DataNarrative: Automated Data-Driven Storytelling with Visualizations and TextsCode1
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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