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

Showing 51–100 of 235 papers

TitleStatusHype
CollabStory: Multi-LLM Collaborative Story Generation and Authorship AnalysisCode0
Extrinsic Evaluation of Cultural Competence in Large Language ModelsCode0
Multi-Agent Collaboration via Cross-Team Orchestration—0
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story GenerationCode1
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization—0
Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges—0
Guiding and Diversifying LLM-Based Story Generation via Answer Set ProgrammingCode0
Multi-modal Generation via Cross-Modal In-Context LearningCode0
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and ChallengesCode0
Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning Analysis—0
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models—0
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video GenerationCode9
TheaterGen: Character Management with LLM for Consistent Multi-turn Image GenerationCode2
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
Improving Open-Ended Text Generation via Adaptive DecodingCode1
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
Event Causality Is Key to Computational Story UnderstandingCode1
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
StoryBench: A Multifaceted Benchmark for Continuous Story VisualizationCode1
Text-Only Training for Visual Storytelling—0
Ambient Adventures: Teaching ChatGPT on Developing Complex Stories—0
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsCode1
Improved Visual Story Generation with Adaptive Context Modeling—0
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
Look-back Decoding for Open-Ended Text GenerationCode0
MAGE: Machine-generated Text Detection in the WildCode2
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
Is ChatGPT a Good NLG Evaluator? A Preliminary StudyCode1
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
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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