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 126–150 of 235 papers

TitleStatusHype
DeltaScore: Fine-Grained Story Evaluation with PerturbationsCode0
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models—0
Conveying the Predicted Future to Users: A Case Study of Story Plot PredictionCode0
Foundation Models for Natural Language Processing -- Pre-trained Language Models Integrating Media—0
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation—0
The Next Chapter: A Study of Large Language Models in Storytelling—0
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences—0
Visual Story Generation Based on Emotion and KeywordsCode0
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
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
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and SemanticsCode0
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition—0
NGEP: A Graph-based Event Planning Framework for Story GenerationCode0
Psychology-guided Controllable Story Generation—0
Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning—0
MMT: Image-guided Story Ending Generation with Multimodal Memory TransformerCode0
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
Plot Writing From Pre-Trained Language ModelsCode0
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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