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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 76–100 of 235 papers

TitleStatusHype
Narrative Text Generation with a Latent Discrete PlanCode0
Arabic Automatic Story Generation with Large Language ModelsCode0
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive PerspectiveCode0
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
CollabStory: Multi-LLM Collaborative Story Generation and Authorship AnalysisCode0
MMT: Image-guided Story Ending Generation with Multimodal Memory TransformerCode0
Multi-Agent Collaboration via Cross-Team OrchestrationCode0
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP TasksCode0
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story GenerationCode0
Extrinsic Evaluation of Cultural Competence in Large Language ModelsCode0
Knowledge-Enriched Visual StorytellingCode0
Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel ImagesCode0
GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story GenerationCode0
An FNet based Auto Encoder for Long Sequence News Story GenerationCode0
Affective and Dynamic Beam Search for Story GenerationCode0
Event Representations for Automated Story Generation with Deep Neural NetsCode0
Counterfactual reasoning: an analysis of in-context emergenceCode0
It is Time to Develop an Auditing Framework to Promote Value Aware ChatbotsCode0
Guiding and Diversifying LLM-Based Story Generation via Answer Set ProgrammingCode0
Evaluating Creative Short Story Generation in Humans and Large Language ModelsCode0
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross AttentionCode0
Envisioning Narrative Intelligence: A Creative Visual Storytelling AnthologyCode0
Improving Neural Story Generation by Targeted Common Sense GroundingCode0
Inferring the Reader: Guiding Automated Story Generation with Commonsense ReasoningCode0
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and SemanticsCode0
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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