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 101–125 of 235 papers

TitleStatusHype
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences—0
Visual Story Generation Based on Emotion and KeywordsCode0
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
TextBox 2.0: A Text Generation Library with Pre-trained Language ModelsCode3
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story UnderstandingCode0
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models—0
Future Sight: Dynamic Story Generation with Large Pretrained Language Models—0
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey—0
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
An FNet based Auto Encoder for Long Sequence News Story GenerationCode0
Towards Inter-character Relationship-driven Story Generation—0
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive PerspectiveCode0
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross AttentionCode0
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition—0
NGEP: A Graph-based Event Planning Framework for Story GenerationCode0
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and SemanticsCode0
Psychology-guided Controllable Story Generation—0
Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning—0
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsCode1
MMT: Image-guided Story Ending Generation with Multimodal Memory TransformerCode0
Visualize Before You Write: Imagination-Guided Open-Ended Text GenerationCode1
融合提示学习的故事生成方法(A Story Generation Method Incorporating Prompt Learning)—0
Every picture tells a story: Image-grounded controllable stylistic story generation—0
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story GenerationCode1
Leveraging Natural Supervision for Language Representation Learning and GenerationCode1
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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