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 161–170 of 235 papers

TitleStatusHype
Echoes in AI: Quantifying Lack of Plot Diversity in LLM Outputs—0
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
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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