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 101–110 of 235 papers

TitleStatusHype
Inferring the Reader: Guiding Automated Story Generation with Commonsense ReasoningCode0
Human-AI Collaborative Taxonomy Construction: A Case Study in Profession-Specific Writing AssistantsCode0
A Cross-Attention Augmented Model for Event-Triggered Context-Aware Story GenerationCode0
Do Massively Pretrained Language Models Make Better Storytellers?Code0
Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-TuningCode0
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and SemanticsCode0
Informative Visual Storytelling with Cross-modal RulesCode0
Improving Language Generation with Sentence Coherence ObjectiveCode0
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive PerspectiveCode0
Document Level Hierarchical Transformer—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