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 21–30 of 235 papers

TitleStatusHype
Improving Open-Ended Text Generation via Adaptive DecodingCode1
A Temporal Variational Model for Story GenerationCode1
Leveraging Natural Supervision for Language Representation Learning and GenerationCode1
Content Planning for Neural Story Generation with Aristotelian RescoringCode1
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsCode1
A Plug-and-Play Method for Controlled Text GenerationCode1
Nominal Metaphor Generation with Multitask LearningCode1
Event Causality Is Key to Computational Story UnderstandingCode1
FairyTailor: A Multimodal Generative Framework for StorytellingCode1
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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