mlsanityData to 7 Oct 2026

ReelFramer: Human-AI Co-Creation for News-to-Video Translation

arXiv 2304.09653 ↗First posted 19 Apr 2023cs.HC cs.AIcited by 19

Not on the map. Why?

Abstract (arXiv)

Short videos on social media are the dominant way young people consume content. News outlets aim to reach audiences through news reels -- short videos conveying news -- but struggle to translate traditional journalistic formats into short, entertaining videos. To translate news into social media reels, we support journalists in reframing the narrative. In literature, narrative framing is a high-level structure that shapes the overall presentation of a story. We identified three narrative framings for reels that adapt social media norms but preserve news value, each with a different balance of information and entertainment. We introduce ReelFramer, a human-AI co-creative system that helps journalists translate print articles into scripts and storyboards. ReelFramer supports exploring multiple narrative framings to find one appropriate to the story. AI suggests foundational narrative details, including characters, plot, setting, and key information. ReelFramer also supports visual framing; AI suggests character and visual detail designs before generating a full storyboard. Our studies show that narrative framing introduces the necessary diversity to translate various articles into reels, and establishing foundational details helps generate scripts that are more relevant and coherent. We also discuss the benefits of using narrative framing and foundational details in content retargeting.

Key facts. Cited by 19 papers in the map (data through 7 Oct 2026). Builds on 26 of its 87 references that are in the map. First posted on arXiv 19 Apr 2023.

Builds on

26 of 87 references.

References · 26

  1. 2020Language Models are Few-Shot Learnerscited by 32,199
  2. 2021High-Resolution Image Synthesis with Latent Diffusion Modelscited by 18,694
  3. 2022Hierarchical Text-Conditional Image Generation with CLIP Latentscited by 6,539
  4. 2014Sequence to Sequence Learning with Neural Networkscited by 2,974
  5. 2020MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformerscited by 1,414
  6. 2019COMET: Commonsense Transformers for Automatic Knowledge Graph Constructioncited by 450
  7. 2021AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Promptscited by 265
  8. 2018Plan-And-Write: Towards Better Automatic Storytellingcited by 232
  9. 2022DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Modelscited by 230
  10. 2022Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionalscited by 191
  11. 2022PromptChainer: Chaining Large Language Model Prompts through Visual Programmingcited by 134
  12. 2021Sparks: Inspiration for Science Writing using Language Modelscited by 80
14 more
  1. 2022StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuationcited by 74
  2. 2014Narrative Planning: Balancing Plot and Charactercited by 61
  3. 2023The Next Chapter: A Study of Large Language Models in Storytellingcited by 58
  4. 2023VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototypingcited by 46
  5. 2020Automated Storytelling via Causal, Commonsense Plot Orderingcited by 38
  6. 2022Opal: Multimodal Image Generation for News Illustrationcited by 36
  7. 2021PopBlends: Strategies for Conceptual Blending with Large Language Modelscited by 22
  8. 2022Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Surveycited by 21
  9. 2019An Interaction Framework for Studying Co-Creative AIcited by 19
  10. 2017Frustratingly Short Attention Spans in Neural Language Modelingcited by 18
  11. 2022CodeToon: Story Ideation, Auto Comic Generation, and Structure Mapping for Code-Driven Storytellingcited by 14
  12. 2023Can ChatGPT-like Generative Models Guarantee Factual Accuracy? On the Mistakes of New Generation Search Enginescited by 14
  13. 2016Mechanical Novel: Crowdsourcing Complex Work through Reflection and Revisioncited by 13
  14. 2019Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequencescited by 11

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 2; 2024: 3; 2025: 10; 2026: 4.

19 papers.

Sort:

By area:

  1. 2023Challenges and Applications of Large Language Modelscited by 251
  2. 2023Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformerscited by 35
  3. 2024Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflowcited by 13
  4. 2025Which Contributions Deserve Credit? Perceptions of Attribution in Human-AI Co-Creationcited by 13
  5. 2025"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalismcited by 10
  6. 2024LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Contentcited by 6
  7. 2025Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarizationcited by 6
  8. 2026AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generationcited by 4
  9. 2025Exploring the Needs of Practising Musicians in Co-Creative AI Through Co-Designcited by 3
  10. 2025AI Rivalry as a Craft: How Resisting and Embracing Generative AI Reshape Writing Professionscited by 3
  11. 2025FeedQUAC: Quick Unobtrusive AI-Generated Commentarycited by 2
  12. 2026Vidmento: Creating Video Stories Through Context-Aware Expansion With Generative Videocited by 2
7 more
  1. 2024Dynamic and Super-Personalized Media Ecosystem Driven by Generative AI: Unpredictable Plays Never Repeating The Samecited by 1
  2. 2025Adaptive Human-Agent Teaming: A Review of Empirical Studies from the Process Dynamics Perspectivecited by 1
  3. 2025Facilitating Longitudinal Interaction Studies of AI Systemscited by 1
  4. 2025AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaborationcited by 1
  5. 2025Human-AI Schema Discovery and Application for Creative Problem Solvingcited by 0
  6. 2026PaperTok: Exploring the Use of Generative AI for Creating Short-form Videos for Research Communicationcited by 0
  7. 2026Beyond Input-Output: Rethinking Creativity through Design-by-Analogy in Human-AI Collaborationcited by 0