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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 11–20 of 235 papers

TitleStatusHype
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story GenerationCode1
STORY2GAME: Generating (Almost) Everything in an Interactive Fiction Game—0
BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation—0
Finding Flawed Fictions: Evaluating Complex Reasoning in Language Models via Plot Hole Detection—0
Looking beyond the next token—0
Variability-Driven User-Story Generation using LLM and Triadic Concept Analysis—0
Learning to Reason for Long-Form Story GenerationCode2
Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations—0
Whose story is it? Personalizing story generation by inferring author stylesCode0
Instruction Tuning for Story Understanding and Generation with Weak Supervision—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