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 91–100 of 235 papers

TitleStatusHype
SS-GEN: A Social Story Generation Framework with Large Language ModelsCode0
CollabStory: Multi-LLM Collaborative Story Generation and Authorship AnalysisCode0
Extrinsic Evaluation of Cultural Competence in Large Language ModelsCode0
Multi-Agent Collaboration via Cross-Team Orchestration—0
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization—0
Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges—0
Guiding and Diversifying LLM-Based Story Generation via Answer Set ProgrammingCode0
Multi-modal Generation via Cross-Modal In-Context LearningCode0
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and ChallengesCode0
Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning Analysis—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