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
IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual PromptingCode0
One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single PromptCode3
Echoes in AI: Quantifying Lack of Plot Diversity in LLM Outputs—0
Movie2Story: A framework for understanding videos and telling stories in the form of novel text—0
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-EnhancementCode1
Towards Long Video Understanding via Fine-detailed Video Story Generation—0
Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-TuningCode0
MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions—0
Richer Output for Richer Countries: Uncovering Geographical Disparities in Generated Stories and Travel RecommendationsCode0
Bayesian Calibration of Win Rate Estimation with LLM EvaluatorsCode0
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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