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 31–40 of 235 papers

TitleStatusHype
A Multi-Task Role-Playing Agent Capable of Imitating Character Linguistic Styles—0
Evaluating Creative Short Story Generation in Humans and Large Language ModelsCode0
KAHANI: Culturally-Nuanced Visual Storytelling Pipeline for Non-Western Cultures—0
With a Grain of SALT: Are LLMs Fair Across Social Dimensions?—0
ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction—0
Crafting Narrative Closures: Zero-Shot Learning with SSM Mamba for Short Story Ending Generation—0
Collective Critics for Creative Story GenerationCode1
Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection—0
A Character-Centric Creative Story Generation via Imagination—0
Generating Visual Stories with Grounded and Coreferent Characters—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