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 51–75 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 OrchestrationCode0
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
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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