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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 101–125 of 235 papers

TitleStatusHype
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story GenerationCode0
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story GenerationCode0
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and SemanticsCode0
Assessing Language Models' Worldview for Fiction GenerationCode0
Improving Language Generation with Sentence Coherence ObjectiveCode0
Do Massively Pretrained Language Models Make Better Storytellers?Code0
Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-TuningCode0
Improving Neural Story Generation by Targeted Common Sense GroundingCode0
Story Realization: Expanding Plot Events into SentencesCode0
Inferring the Reader: Guiding Automated Story Generation with Commonsense ReasoningCode0
Story Generation with Rich Details—0
Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection—0
Storytelling from an Image Stream Using Scene Graphs—0
Strategies for Structuring Story Generation—0
Stylized Story Generation with Style-Guided Planning—0
Text-Only Training for Visual Storytelling—0
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation—0
TopNet: Learning from Neural Topic Model to Generate Long Stories—0
Towards Controllable Story Generation—0
Towards Inter-character Relationship-driven Story Generation—0
Towards Long Video Understanding via Fine-detailed Video Story Generation—0
Using Synthetically Collected Scripts for Story Generation—0
Variability-Driven User-Story Generation using LLM and Triadic Concept Analysis—0
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences—0
With a Grain of SALT: Are LLMs Fair Across Social Dimensions?—0
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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