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 26–50 of 235 papers

TitleStatusHype
Visualize Before You Write: Imagination-Guided Open-Ended Text GenerationCode1
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story GenerationCode1
Leveraging Natural Supervision for Language Representation Learning and GenerationCode1
Persona-Guided Planning for Controlling the Protagonist’s Persona in Story GenerationCode1
Nominal Metaphor Generation with Multitask LearningCode1
Persona-Guided Planning for Controlling the Protagonist's Persona in Story GenerationCode1
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational TransformerCode1
A Plug-and-Play Method for Controlled Text GenerationCode1
TVStoryGen: A Dataset for Generating Stories with Character DescriptionsCode1
A Temporal Variational Model for Story GenerationCode1
FairyTailor: A Multimodal Generative Framework for StorytellingCode1
Long Text Generation by Modeling Sentence-Level and Discourse-Level CoherenceCode1
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation MetricsCode1
Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control CodesCode1
Persistent Anti-Muslim Bias in Large Language ModelsCode1
Outline to Story: Fine-grained Controllable Story Generation from Cascaded EventsCode1
Transformer-based Conditional Variational Autoencoder for Controllable Story GenerationCode1
Modeling Protagonist Emotions for Emotion-Aware StorytellingCode1
Content Planning for Neural Story Generation with Aristotelian RescoringCode1
UNION: An Unreferenced Metric for Evaluating Open-ended Story GenerationCode1
On Faithfulness and Factuality in Abstractive SummarizationCode1
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State TrackingCode1
A Knowledge-Enhanced Pretraining Model for Commonsense Story GenerationCode1
Plan-And-Write: Towards Better Automatic StorytellingCode1
Hierarchical Neural Story GenerationCode1
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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