| StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation | May 2, 2024 | motion predictionStory Generation | CodeCode Available | 9 |
| SEED-Story: Multimodal Long Story Generation with Large Language Model | Jul 11, 2024 | Image GenerationLanguage Modeling | CodeCode Available | 4 |
| Locally Typical Sampling | Feb 1, 2022 | Abstractive Text SummarizationStory Generation | CodeCode Available | 4 |
| One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt | Jan 23, 2025 | Image GenerationStory Generation | CodeCode Available | 3 |
| TextBox 2.0: A Text Generation Library with Pre-trained Language Models | Dec 26, 2022 | Abstractive Text SummarizationData-to-Text Generation | CodeCode Available | 3 |
| Learning to Reason for Long-Form Story Generation | Mar 28, 2025 | FormMath | CodeCode Available | 2 |
| TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation | Apr 29, 2024 | DenoisingImage Generation | CodeCode Available | 2 |
| MAGE: Machine-generated Text Detection in the Wild | May 22, 2023 | Binary text classificationFace Swapping | CodeCode Available | 2 |
| Language Models Can See: Plugging Visual Controls in Text Generation | May 5, 2022 | Image CaptioningImage-text matching | CodeCode Available | 2 |
| StoryWriter: A Multi-Agent Framework for Long Story Generation | Jun 19, 2025 | Story Generation | CodeCode Available | 1 |
| WebNovelBench: Placing LLM Novelists on the Web Novel Distribution | May 20, 2025 | DiversityStory Generation | CodeCode Available | 1 |
| StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story Generation | May 15, 2025 | Face RecognitionObject | CodeCode Available | 1 |
| Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement | Dec 18, 2024 | FormKnowledge Graphs | CodeCode Available | 1 |
| Collective Critics for Creative Story Generation | Oct 3, 2024 | Story Generation | CodeCode Available | 1 |
| DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts | Aug 9, 2024 | Story Generation | CodeCode Available | 1 |
| MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation | Jun 9, 2024 | DiversitySentence | CodeCode Available | 1 |
| Improving Open-Ended Text Generation via Adaptive Decoding | Feb 28, 2024 | DiversityStory Generation | CodeCode Available | 1 |
| Event Causality Is Key to Computational Story Understanding | Nov 16, 2023 | Event Causality IdentificationSentence | CodeCode Available | 1 |
| StoryBench: A Multifaceted Benchmark for Continuous Story Visualization | Aug 22, 2023 | Story ContinuationStory Generation | CodeCode Available | 1 |
| Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models | May 29, 2023 | Story Generation | CodeCode Available | 1 |
| Having Beer after Prayer? Measuring Cultural Bias in Large Language Models | May 23, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Is ChatGPT a Good NLG Evaluator? A Preliminary Study | Mar 7, 2023 | nlg evaluationStory Generation | CodeCode Available | 1 |
| A Comprehensive Gold Standard and Benchmark for Comics Text Detection and Recognition | Dec 27, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Make-A-Story: Visual Memory Conditioned Consistent Story Generation | Nov 23, 2022 | SentenceStory Generation | CodeCode Available | 1 |
| CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions | Oct 11, 2022 | Story Generation | CodeCode Available | 1 |
| Visualize Before You Write: Imagination-Guided Open-Ended Text Generation | Oct 7, 2022 | Concept-To-Text GenerationImage Generation | CodeCode Available | 1 |
| Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation | Aug 24, 2022 | Story Generation | CodeCode Available | 1 |
| Leveraging Natural Supervision for Language Representation Learning and Generation | Jul 21, 2022 | Data-to-Text GenerationLanguage Modelling | CodeCode Available | 1 |
| Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation | Jul 1, 2022 | SentenceStory Generation | CodeCode Available | 1 |
| Nominal Metaphor Generation with Multitask Learning | Jun 10, 2022 | Story Generation | CodeCode Available | 1 |
| Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation | Apr 22, 2022 | SentenceStory Generation | CodeCode Available | 1 |
| DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer | Oct 12, 2021 | Story GenerationText Generation | CodeCode Available | 1 |
| A Plug-and-Play Method for Controlled Text Generation | Sep 20, 2021 | SentenceStory Generation | CodeCode Available | 1 |
| TVStoryGen: A Dataset for Generating Stories with Character Descriptions | Sep 18, 2021 | Abstractive Text SummarizationStory Generation | CodeCode Available | 1 |
| A Temporal Variational Model for Story Generation | Sep 14, 2021 | Diversitymodel | CodeCode Available | 1 |
| FairyTailor: A Multimodal Generative Framework for Storytelling | Jul 13, 2021 | Story GenerationText Generation | CodeCode Available | 1 |
| Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence | May 19, 2021 | DecoderSemantic Similarity | CodeCode Available | 1 |
| OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics | May 19, 2021 | Story GenerationText Generation | CodeCode Available | 1 |
| Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes | Mar 23, 2021 | Story GenerationText Generation | CodeCode Available | 1 |
| Persistent Anti-Muslim Bias in Large Language Models | Jan 14, 2021 | Adversarial TextLanguage Modeling | CodeCode Available | 1 |
| Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events | Jan 4, 2021 | Keyword ExtractionLanguage Modeling | CodeCode Available | 1 |
| Transformer-based Conditional Variational Autoencoder for Controllable Story Generation | Jan 4, 2021 | DecoderRepresentation Learning | CodeCode Available | 1 |
| Modeling Protagonist Emotions for Emotion-Aware Storytelling | Oct 14, 2020 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| Content Planning for Neural Story Generation with Aristotelian Rescoring | Sep 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation | Sep 16, 2020 | Story GenerationText Generation | CodeCode Available | 1 |
| On Faithfulness and Factuality in Abstractive Summarization | May 2, 2020 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking | Apr 30, 2020 | Story Generation | CodeCode Available | 1 |
| A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation | Jan 15, 2020 | Multi-Task LearningStory Generation | CodeCode Available | 1 |
| Plan-And-Write: Towards Better Automatic Storytelling | Nov 14, 2018 | Story Generation | CodeCode Available | 1 |
| Hierarchical Neural Story Generation | May 13, 2018 | Story Generation | CodeCode Available | 1 |
