mlsanityData to 7 Oct 2026

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

arXiv 2607.04438 ↗First posted 5 Jul 2026cs.CV cs.AI cs.HCcited by 2

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Abstract (arXiv)

Despite growing automation, turning a paper into a coherent poster, talk video, and blog piece often remains a labor-intensive last mile. Recent systems increasingly generate multiple dissemination formats, but a practical workflow must also keep the outputs editable in native tools and bound into one navigable deliverable for revision and reuse. We present ResearchStudio-Reel, a native-editable dissemination workspace that binds its three artifacts into one interactive deliverable at the experience level, implemented as five skills executable in Claude Code and Codex: one shared extractor, three editable artifact generators, and one interactive convergence layer. A shared asset bundle feeds a PowerPoint poster and video deck, plus a bilingual Word blog; rather than re-rendering the paper into a fourth format, Paper2Reel converges these already-produced artifacts at the experience level, binding poster regions, video segments, and blog passages into one interactive viewer. Artifact-specific release checks make this delivery contract testable, and Paper2Poster additionally uses a measured-fill loop. On the Paper2Poster benchmark, our Claude Code configuration achieves the best scores among automated systems on all three aesthetic sub-criteria and the best or tied-best scores on two of three information sub-criteria. Under two VLMjudges, it exceeds the authors' posters in average aesthetics (3.56 vs. 3.03) and wins on overall quality on 74 and 95 of the 100 papers under the two judges. The full pipeline additionally packages the native-editable source artifacts and their aligned viewer. Project is available at https://aka.ms/ResearchStudio

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 38 of its 57 references that are in the map. First posted on arXiv 5 Jul 2026.

Builds on

38 of 57 references.

References · 38

  1. 2022ReAct: Synergizing Reasoning and Acting in Language Modelscited by 8,355
  2. 2023Voyager: An Open-Ended Embodied Agent with Large Language Modelscited by 2,081
  3. 2023AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversationcited by 1,906
  4. 2023MetaGPT: Meta Programming for A Multi-Agent Collaborative Frameworkcited by 1,761
  5. 2025PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slidescited by 83
  6. 2021DOC2PPT: Automatic Presentation Slides Generation from Scientific Documentscited by 68
  7. 2025Paper2Poster: Towards Multimodal Poster Automation from Scientific Paperscited by 56
  8. 2021D2S: Document-to-Slide Generation Via Query-Based Text Summarizationcited by 48
  9. 2025Paper2Video: Automatic Video Generation from Scientific Paperscited by 23
  10. 2025PresentAgent: Multimodal Agent for Presentation Video Generationcited by 20
  11. 2025SlideGen: Collaborative Multimodal Agents for Scientific Slide Generationcited by 20
  12. 2025P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmarkcited by 15
26 more
  1. 2024SciPostLayout: A Dataset for Layout Analysis and Layout Generation of Scientific Posterscited by 14
  2. 2022GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse statecited by 9
  3. 2025LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Informationcited by 8
  4. 2025Science Across Languages: Assessing LLM Multilingual Translation of Scientific Paperscited by 8
  5. 2025PosterGen: Aesthetic-Aware Multi-Modal Paper-to-Poster Generation via Multi-Agent LLMscited by 8
  6. 2026PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typographycited by 8
  7. 2026EfficientPosterGen: Semantic-aware Efficient Poster Generation via Token Compression and Accurate Violation Detectioncited by 8
  8. 2026How Far Are We From True Auto-Research?cited by 8
  9. 2025PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generationcited by 7
  10. 2024SlideSpawn: An Automatic Slides Generation System for Research Publicationscited by 5
  11. 2026APEX: Academic Poster Editing Agentic Expertcited by 5
  12. 2026Any2Poster: Any-Source Poster Generation Across Modalities and Domainscited by 5
  13. 2025Generating Narrated Lecture Videos from Slides with Synchronized Highlightscited by 4
  14. 2025Preacher: Paper-to-Video Agentic Systemcited by 4
  15. 2025SciPostGen: Bridging the Gap between Scientific Papers and Poster Layoutscited by 4
  16. 2026Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agentscited by 4
  17. 2026Demonstrating chart-plot: Closing the Last Mile of Academic Chart Generationcited by 4
  18. 2026PaperX: A Unified Framework for Multimodal Academic Presentation Generation with Scholar DAGcited by 3
  19. 2026PresentAgent-2: Towards Generalist Multimodal Presentation Agentscited by 3
  20. 2026PosterHarness: Turning Scientific Poster Generation into an Auditable Instruction-Following Benchmarkcited by 3
  21. 2024Papers-to-Posts: Supporting Detailed Long-Document Summarization with an Interactive LLM-Powered Source Outlinecited by 2
  22. 2025HERA: Improving Long Document Summarization using Large Language Models with Context Packaging and Reorderingcited by 2
  23. 2025VideoAgent: Personalized Synthesis of Scientific Videoscited by 2
  24. 2026Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generationcited by 2
  25. 2026OmniPresent: Generating Coherent Presentation Suites from Scientific Paperscited by 2
  26. 2025Long document summarization using page specific target text alignment and distilling page importancecited by 1

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Citing papers per year: 2026: 2.

2 papers.