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 76–100 of 235 papers

TitleStatusHype
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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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