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
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
Is ChatGPT a Good NLG Evaluator? A Preliminary StudyCode1
A Comprehensive Gold Standard and Benchmark for Comics Text Detection and RecognitionCode1
Make-A-Story: Visual Memory Conditioned Consistent Story GenerationCode1
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsCode1
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
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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