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
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition—0
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models—0
Guided Neural Language Generation for Automated Storytelling—0
GraphPlan: Story Generation by Planning with Event Graph—0
Learning Personalized Alignment for Evaluating Open-ended Text Generation—0
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning—0
KAHANI: Culturally-Nuanced Visual Storytelling Pipeline for Non-Western Cultures—0
Knowledge-enriched Attention Network with Group-wise Semantic for Visual Storytelling—0
Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models—0
Generating Visual Stories with Grounded and Coreferent Characters—0
Generating Sentence Planning Variations for Story Telling—0
GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation—0
Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs—0
Consistency and Coherency Enhanced Story Generation—0
Graph-based Multi-hop Reasoning for Long Text Generation—0
Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training—0
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence—0
Compressed and Smooth Latent Space for Text Diffusion Modeling—0
KuiLeiXi: a Chinese Open-Ended Text Adventure Game—0
Interpreting Context of Images using Scene Graphs—0
Future Sight: Dynamic Story Generation with Large Pretrained Language Models—0
Guiding Neural Story Generation with Reader Models—0
Foundation Models for Natural Language Processing -- Pre-trained Language Models Integrating Media—0
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation—0
Finding Flawed Fictions: Evaluating Complex Reasoning in Language Models via Plot Hole Detection—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