| Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences | Jan 20, 2023 | Coherence EvaluationGrounded language learning | —Unverified | 0 |
| Visual Story Generation Based on Emotion and Keywords | Jan 7, 2023 | Image GenerationObject Recognition | CodeCode Available | 0 |
| A Comprehensive Gold Standard and Benchmark for Comics Text Detection and Recognition | Dec 27, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 |
| TextBox 2.0: A Text Generation Library with Pre-trained Language Models | Dec 26, 2022 | Abstractive Text SummarizationData-to-Text Generation | CodeCode Available | 3 |
| CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding | Dec 21, 2022 | Story GenerationTask 2 | CodeCode Available | 0 |
| Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models | Dec 20, 2022 | Story Generation | —Unverified | 0 |
| Future Sight: Dynamic Story Generation with Large Pretrained Language Models | Dec 20, 2022 | DecoderStory Generation | —Unverified | 0 |
| Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey | Dec 9, 2022 | Story Generation | —Unverified | 0 |
| Make-A-Story: Visual Memory Conditioned Consistent Story Generation | Nov 23, 2022 | SentenceStory Generation | CodeCode Available | 1 |
| An FNet based Auto Encoder for Long Sequence News Story Generation | Nov 15, 2022 | Story Generation | CodeCode Available | 0 |
| Towards Inter-character Relationship-driven Story Generation | Nov 1, 2022 | SentenceStory Generation | —Unverified | 0 |
| MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective | Oct 26, 2022 | Story GenerationText Generation | CodeCode Available | 0 |
| EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention | Oct 22, 2022 | Story Generation | CodeCode Available | 0 |
| A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition | Oct 19, 2022 | Machine TranslationStory Generation | —Unverified | 0 |
| NGEP: A Graph-based Event Planning Framework for Story Generation | Oct 19, 2022 | HallucinationStory Generation | CodeCode Available | 0 |
| Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics | Oct 19, 2022 | DenoisingRepresentation Learning | CodeCode Available | 0 |
| Psychology-guided Controllable Story Generation | Oct 14, 2022 | Story Generation | —Unverified | 0 |
| Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning | Oct 14, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions | Oct 11, 2022 | Story Generation | CodeCode Available | 1 |
| MMT: Image-guided Story Ending Generation with Multimodal Memory Transformer | Oct 10, 2022 | DecoderImage Captioning | CodeCode Available | 0 |
| Visualize Before You Write: Imagination-Guided Open-Ended Text Generation | Oct 7, 2022 | Concept-To-Text GenerationImage Generation | CodeCode Available | 1 |
| 融合提示学习的故事生成方法(A Story Generation Method Incorporating Prompt Learning) | Oct 1, 2022 | Prompt LearningStory Generation | —Unverified | 0 |
| Every picture tells a story: Image-grounded controllable stylistic story generation | Sep 4, 2022 | Image CaptioningImage to text | —Unverified | 0 |
| 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 |
| Plot Writing From Pre-Trained Language Models | Jun 7, 2022 | Story Generation | CodeCode Available | 0 |
| RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators | May 25, 2022 | FormStory Generation | —Unverified | 0 |
| The Authenticity Gap in Human Evaluation | May 24, 2022 | nlg evaluationSingle Particle Analysis | —Unverified | 0 |
| Language Models Can See: Plugging Visual Controls in Text Generation | May 5, 2022 | Image CaptioningImage-text matching | CodeCode Available | 2 |
| Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation | Apr 22, 2022 | SentenceStory Generation | CodeCode Available | 1 |
| Probing Script Knowledge from Pre-Trained Models | Apr 16, 2022 | Story Generation | —Unverified | 0 |
| On Decoding Strategies for Neural Text Generators | Mar 29, 2022 | DiversityMachine Translation | —Unverified | 0 |
| Knowledge-enriched Attention Network with Group-wise Semantic for Visual Storytelling | Mar 10, 2022 | DecoderStory Generation | —Unverified | 0 |
| Locally Typical Sampling | Feb 1, 2022 | Abstractive Text SummarizationStory Generation | CodeCode Available | 4 |
| Deep dive into CoCon - A Self Supervised approach for Controlled Text Generation | Jan 17, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Plot Writing From Pre-Trained Language Models | Jan 16, 2022 | Story Generation | CodeCode Available | 0 |
| Guiding Neural Story Generation with Reader Models | Jan 16, 2022 | Story Generation | —Unverified | 0 |
| Guiding Neural Story Generation with Reader Models | Dec 16, 2021 | Story Generation | —Unverified | 0 |
| Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning | Dec 16, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| TopNet: Learning from Neural Topic Model to Generate Long Stories | Dec 14, 2021 | DecoderStory Generation | —Unverified | 0 |
| Contextualized Scene Imagination for Generative Commonsense Reasoning | Dec 12, 2021 | Common Sense ReasoningDescriptive | CodeCode Available | 0 |
| Automated Story Generation as Question-Answering | Dec 7, 2021 | Generative Question AnsweringLanguage Modeling | —Unverified | 0 |
| Document Level Hierarchical Transformer | Dec 1, 2021 | Document Level Machine TranslationImitation Learning | —Unverified | 0 |
| Exploring Story Generation with Multi-task Objectives in Variational Autoencoders | Nov 15, 2021 | DiversityStory Generation | —Unverified | 0 |
| MTG: A Benchmarking Suite for Multilingual Text Generation | Oct 16, 2021 | BenchmarkingQuestion Generation | —Unverified | 0 |
| DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer | Oct 12, 2021 | Story GenerationText Generation | CodeCode Available | 1 |
| A guided journey through non-interactive automatic story generation | Oct 8, 2021 | Evolutionary AlgorithmsStory Generation | —Unverified | 0 |
| OUMG: Objective and Universal Metric for Text Generation with Guiding Ability | Sep 29, 2021 | SentenceStory Generation | —Unverified | 0 |
