[2603.01912] Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration

Computer Science > Computation and Language arXiv:2603.01912 (cs) [Submitted on 2 Mar 2026] Title:Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration Authors:Yinghao Tang, Yupeng Xie, Yingchaojie Feng, Tingfeng Lan, Wei Chen View a PDF of the paper titled Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration, by Yinghao Tang and 4 other authors View PDF HTML (experimental) Abstract:Interactive articles help readers engage with complex ideas through exploration, yet creating them remains costly, requiring both domain expertise and web development skills. Recent LLM-based agents can automate content creation, but naively applying them yields uncontrollable and unverifiable outputs. We present ViviDoc, a human-agent collaborative system that generates interactive educational documents from a single topic input. ViviDoc introduces a multi-agent pipeline (Planner, Executor, Evaluator) and the Document Specification (DocSpec), a human-readable intermediate representation that decomposes each interactive visualization into State, Render, Transition, and Constraint components. The DocSpec enables educators to review and refine generation plans before code is produced, bridging the gap between pedagogical intent and executable output. Expert evaluation and a user study show that ViviDoc substantially outperforms naive agentic generation and provides an intuitive editing experience. Our project homepage is ava...