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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 151–175 of 235 papers

TitleStatusHype
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators—0
The Authenticity Gap in Human Evaluation—0
Probing Script Knowledge from Pre-Trained Models—0
On Decoding Strategies for Neural Text Generators—0
Knowledge-enriched Attention Network with Group-wise Semantic for Visual Storytelling—0
Deep dive into CoCon - A Self Supervised approach for Controlled Text Generation—0
Guiding Neural Story Generation with Reader Models—0
Plot Writing From Pre-Trained Language ModelsCode0
Guiding Neural Story Generation with Reader Models—0
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning—0
TopNet: Learning from Neural Topic Model to Generate Long Stories—0
Contextualized Scene Imagination for Generative Commonsense ReasoningCode0
Automated Story Generation as Question-Answering—0
Document Level Hierarchical Transformer—0
Exploring Story Generation with Multi-task Objectives in Variational Autoencoders—0
MTG: A Benchmarking Suite for Multilingual Text Generation—0
A guided journey through non-interactive automatic story generation—0
OUMG: Objective and Universal Metric for Text Generation with Guiding Ability—0
Story Generation with Commonsense Knowledge Graphs and Axioms—0
GGP: A Graph-based Grouping Planner for Explicit Control of Long Text Generation—0
MTG: A Benchmark Suite for Multilingual Text GenerationCode0
Script Parsing with Hierarchical Sequence Modelling—0
KuiLeiXi: a Chinese Open-Ended Text Adventure Game—0
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning—0
Augmented Neural Story Generation with Commonsense Inference—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