ReelFramer: Human-AI Co-Creation for News-to-Video Translation
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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
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14 more
- 2022StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuationcited by 74
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Citing papers per year: 2023: 2; 2024: 3; 2025: 10; 2026: 4.
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- 2025"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalismcited by 10
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- 2026AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generation30 Mar 2026
- 2026Beyond Input-Output: Rethinking Creativity through Design-by-Analogy in Human-AI Collaboration10 Feb 2026
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- 2024LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content20 Oct 2024
- 2024Dynamic and Super-Personalized Media Ecosystem Driven by Generative AI: Unpredictable Plays Never Repeating The Same19 Feb 2024
- 2024Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflow15 Feb 2024
- 2023Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers17 Nov 2023
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- 2025"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalismcited by 10
- 2024LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Contentcited by 6
- 2025Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarizationcited by 6
- 2026AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generationcited by 4
- 2025Exploring the Needs of Practising Musicians in Co-Creative AI Through Co-Designcited by 3
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- 2025FeedQUAC: Quick Unobtrusive AI-Generated Commentarycited by 2
- 2026Vidmento: Creating Video Stories Through Context-Aware Expansion With Generative Videocited by 2
- 2024Dynamic and Super-Personalized Media Ecosystem Driven by Generative AI: Unpredictable Plays Never Repeating The Samecited by 1
12 most cited of 17 All 17 (JSON)
- 2026AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generation30 Mar 2026
- 2026Beyond Input-Output: Rethinking Creativity through Design-by-Analogy in Human-AI Collaboration10 Feb 2026
- 2026Vidmento: Creating Video Stories Through Context-Aware Expansion With Generative Video29 Jan 2026
- 2026PaperTok: Exploring the Use of Generative AI for Creating Short-form Videos for Research Communication26 Jan 2026
- 2025AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaboration22 Nov 2025
- 2025Facilitating Longitudinal Interaction Studies of AI Systems14 Aug 2025
- 2025Human-AI Schema Discovery and Application for Creative Problem Solving7 Aug 2025
- 2025FeedQUAC: Quick Unobtrusive AI-Generated Commentary23 Apr 2025
- 2025AI Rivalry as a Craft: How Resisting and Embracing Generative AI Reshape Writing Professions12 Mar 2025
- 2025Which Contributions Deserve Credit? Perceptions of Attribution in Human-AI Co-Creation25 Feb 2025
- 2025Exploring the Needs of Practising Musicians in Co-Creative AI Through Co-Design13 Feb 2025
- 2025Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarization10 Feb 2025
12 newest of 17 All 17 (JSON)