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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 151–200 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
Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models—0
Stylized Story Generation with Style-Guided Planning—0
Inferring the Reader: Guiding Automated Story Generation with Commonsense ReasoningCode0
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story GenerationCode0
Analysis of Uvama Urubugal in Tamil Sangam Literatures—0
Fabula Entropy Indexing: Objective Measures of Story Coherence—0
Automatic Story Generation: Challenges and Attempts—0
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model—0
GraphPlan: Story Generation by Planning with Event Graph—0
Directed Beam Search: Plug-and-Play Lexically Constrained Language GenerationCode0
Story Generation with Rich Details—0
Modeling Event Salience in Narratives via Barthes' Cardinal Functions—0
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings—0
Cue Me In: Content-Inducing Approaches to Interactive Story Generation—0
Consistency and Coherency Enhanced Story Generation—0
Controllable Multi-Character Psychology-Oriented Story GenerationCode0
Narrative Text Generation with a Latent Discrete PlanCode0
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story GenerationCode0
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models—0
Plan-CVAE: A Planning-based Conditional Variational Autoencoder for Story Generation—0
Graph-based Multi-hop Reasoning for Long Text Generation—0
Improving Language Generation with Sentence Coherence ObjectiveCode0
Narrative Interpolation for Generating and Understanding Stories—0
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2Code0
Storytelling from an Image Stream Using Scene Graphs—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