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arXiv 提交日期: 2026-07-05
📄 Abstract - ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

Research dissemination, turning a paper into a poster, a talk video, and a blog post, is still a manual last mile. Prior automation treats each artifact in isolation that each re-extract the paper from scratch, usually ship one-way renders the author cannot reopen in PowerPoint or Word, and gates quality on soft VLM-preference scores that plateau while load-bearing sections still read as empty. We argue this last mile is best built as a composition of skills: thin agent-readable contracts that share one upstream extractor and wrap deterministic primitives in a measured-fill loop whose exits are hard pass/fail render gates. We instantiate this as ResearchStudio-Reel, five Claude Code and Codex skills organized into one shared extractor (Paper2Assets), three editable generators (Paper2Poster, Paper2Video, Paper2Blog), and one interactive convergence layer (Paper2Reel). Paper2Assets extracts each paper once into a shared bundle that can be reused by every downstream skill; The three generators produce a print-ready poster, a synchronized talk video, and a bilingual blog that stay factually consistent and round-trip through PowerPoint or Word; Paper2Reel then binds all three into a self-contained HTML viewer whose section-level clicks jump the video, slides, captions, and blog to matching content. On the Paper2Poster benchmark, our posters lead every aesthetic and information sub-criterion against both prior automated systems and single-shot frontier LLMs, surpassing the authors' own on aesthetics under two held-out VLM judges and winning overall on 84% to 93% of papers; capability audits further show that, by uniquely pairing narration-aligned on-slide highlights with a bilingual blog gated by layout-aware DOCX repair, ResearchStudio-Reel is the only pipeline to ship all three editable artifacts. Project is available at this https URL

顶级标签: llm agents system
详细标签: research dissemination multi-agent paper-to-poster paper-to-video paper-to-blog 或 搜索:

ResearchStudio-Reel:从论文到海报、视频和博客的最后一步自动化 / ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog


1️⃣ 一句话总结

本文提出了一种名为ResearchStudio-Reel的自动化工具,能够将一篇学术论文一次性转化为可编辑的海报、讲解视频和双语博客,并通过统一的HTML查看器实现内容联动,解决了传统方法中产出物孤立、无法二次编辑和质量不稳定的问题。

源自 arXiv: 2607.04438