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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 235 papers

TitleStatusHype
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models—0
Automated User Story Generation with Test Case Specification Using Large Language Model—0
Returning to the Start: Generating Narratives with Related EndpointsCode0
Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller—0
SARD: A Human-AI Collaborative Story Generation—0
Creating Suspenseful Stories: Iterative Planning with Large Language Models—0
Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel ImagesCode0
SWAG: Storytelling With Action GuidanceCode0
DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models—0
LongStory: Coherent, Complete and Length Controlled Long story Generation—0
A Cross-Attention Augmented Model for Event-Triggered Context-Aware Story GenerationCode0
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP TasksCode0
Affective and Dynamic Beam Search for Story GenerationCode0
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation—0
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence—0
Envisioning Narrative Intelligence: A Creative Visual Storytelling AnthologyCode0
Learning Personalized Alignment for Evaluating Open-ended Text Generation—0
Causal-Story: Local Causal Attention Utilizing Parameter-Efficient Tuning For Visual Story Synthesis—0
Text-Only Training for Visual Storytelling—0
Ambient Adventures: Teaching ChatGPT on Developing Complex Stories—0
Improved Visual Story Generation with Adaptive Context Modeling—0
Look-back Decoding for Open-Ended Text GenerationCode0
Extrapolating Multilingual Understanding Models as Multilingual Generators—0
Can Large Language Models Be an Alternative to Human Evaluations?—0
Controlling keywords and their positions in text generationCode0
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
Show:102550
← PrevPage 3 of 5Next →
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