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 201–235 of 235 papers

TitleStatusHype
Guiding and Diversifying LLM-Based Story Generation via Answer Set ProgrammingCode0
SWAG: Storytelling With Action GuidanceCode0
IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual PromptingCode0
MMT: Image-guided Story Ending Generation with Multimodal Memory TransformerCode0
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive PerspectiveCode0
Controllable Multi-Character Psychology-Oriented Story GenerationCode0
GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story GenerationCode0
Extrinsic Evaluation of Cultural Competence in Large Language ModelsCode0
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2Code0
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and ChallengesCode0
Multi-Agent Collaboration via Cross-Team OrchestrationCode0
Multi-modal Generation via Cross-Modal In-Context LearningCode0
SS-GEN: A Social Story Generation Framework with Large Language ModelsCode0
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story GenerationCode0
An FNet based Auto Encoder for Long Sequence News Story GenerationCode0
Contextualized Scene Imagination for Generative Commonsense ReasoningCode0
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
Narrative Text Generation with a Latent Discrete PlanCode0
NGEP: A Graph-based Event Planning Framework for Story GenerationCode0
Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel ImagesCode0
Event Representations for Automated Story Generation with Deep Neural NetsCode0
Bayesian Calibration of Win Rate Estimation with LLM EvaluatorsCode0
A Cross-Attention Augmented Model for Event-Triggered Context-Aware Story GenerationCode0
Evaluating Creative Short Story Generation in Humans and Large Language ModelsCode0
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross AttentionCode0
Whose story is it? Personalizing story generation by inferring author stylesCode0
Envisioning Narrative Intelligence: A Creative Visual Storytelling AnthologyCode0
Affective and Dynamic Beam Search for Story GenerationCode0
Visual Story Generation Based on Emotion and KeywordsCode0
Do Massively Pretrained Language Models Make Better Storytellers?Code0
Directed Beam Search: Plug-and-Play Lexically Constrained Language GenerationCode0
DeltaScore: Fine-Grained Story Evaluation with PerturbationsCode0
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story UnderstandingCode0
Conveying the Predicted Future to Users: A Case Study of Story Plot PredictionCode0
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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