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 1–25 of 235 papers

TitleStatusHype
Compressed and Smooth Latent Space for Text Diffusion Modeling—0
StoryWriter: A Multi-Agent Framework for Long Story GenerationCode1
VINCIE: Unlocking In-context Image Editing from Video—0
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
Can LLMs Generate Good Stories? Insights and Challenges from a Narrative Planning Perspective—0
Counterfactual reasoning: an analysis of in-context emergenceCode0
Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs—0
Guiding Generative Storytelling with Knowledge Graphs—0
Action2Dialogue: Generating Character-Centric Narratives from Scene-Level Prompts—0
WebNovelBench: Placing LLM Novelists on the Web Novel DistributionCode1
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
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
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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