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 101–125 of 235 papers

TitleStatusHype
Elementary School Students' and Teachers' Perceptions Towards Creative Mathematical Writing with Generative AI—0
Encoding World Knowledge in the Evaluation of Local Coherence—0
Every picture tells a story: Image-grounded controllable stylistic story generation—0
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models—0
Exploring Story Generation with Multi-task Objectives in Variational Autoencoders—0
Extrapolating Multilingual Understanding Models as Multilingual Generators—0
Fabula Entropy Indexing: Objective Measures of Story Coherence—0
Finding Flawed Fictions: Evaluating Complex Reasoning in Language Models via Plot Hole Detection—0
Foundation Models for Natural Language Processing -- Pre-trained Language Models Integrating Media—0
Future Sight: Dynamic Story Generation with Large Pretrained Language Models—0
Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training—0
Generating Sentence Planning Variations for Story Telling—0
Generating Visual Stories with Grounded and Coreferent Characters—0
GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation—0
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning—0
Instruction Tuning for Story Understanding and Generation with Weak Supervision—0
Interpreting Context of Images using Scene Graphs—0
KAHANI: Culturally-Nuanced Visual Storytelling Pipeline for Non-Western Cultures—0
Knowledge-enriched Attention Network with Group-wise Semantic for Visual Storytelling—0
KuiLeiXi: a Chinese Open-Ended Text Adventure Game—0
Learning Personalized Alignment for Evaluating Open-ended Text Generation—0
Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models—0
Learning to Predict Explainable Plots for Neural Story Generation—0
Let CONAN tell you a story: Procedural quest generation—0
Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller—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