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 51–75 of 235 papers

TitleStatusHype
NGEP: A Graph-based Event Planning Framework for Story GenerationCode0
Directed Beam Search: Plug-and-Play Lexically Constrained Language GenerationCode0
Multi-modal Generation via Cross-Modal In-Context LearningCode0
DeltaScore: Fine-Grained Story Evaluation with PerturbationsCode0
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
Multi-Agent Collaboration via Cross-Team OrchestrationCode0
MMT: Image-guided Story Ending Generation with Multimodal Memory TransformerCode0
Bayesian Calibration of Win Rate Estimation with LLM EvaluatorsCode0
Look-back Decoding for Open-Ended Text GenerationCode0
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive PerspectiveCode0
IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual PromptingCode0
Narrative Text Generation with a Latent Discrete PlanCode0
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story UnderstandingCode0
Conveying the Predicted Future to Users: A Case Study of Story Plot PredictionCode0
Controlling keywords and their positions in text generationCode0
Controllable Neural Story Plot Generation via Reward ShapingCode0
Controllable Multi-Character Psychology-Oriented Story GenerationCode0
Contextualized Scene Imagination for Generative Commonsense ReasoningCode0
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
Assessing Language Models' Worldview for Fiction GenerationCode0
Affective and Dynamic Beam Search for Story GenerationCode0
Arabic Automatic Story Generation with Large Language ModelsCode0
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story GenerationCode0
Informative Visual Storytelling with Cross-modal RulesCode0
CollabStory: Multi-LLM Collaborative Story Generation and Authorship AnalysisCode0
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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