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Paper2Poster

by Paper2Poster

Multi-agent pipeline that turns papers into posters and slide decks

Python
Updated Dec 21, 2025
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What It Does

Generates scientific posters and slides from research papers using a multi-agent pipeline. Agents split the task into extraction, layout, visual generation, and copy refinement, then collaborate to produce PPTX/poster output. Distinctive features include specialist agents for figure handling and iterative critique rounds to improve visual and textual fidelity. Hand-off pattern and coordination across agents echo the Hierarchical Multi-Agent Pattern to manage task delegation.

Key Benefits

As agents tackle creative synthesis tasks, orchestrating specialists and checking outputs becomes essential for reliability. Paper2Poster exposes coordination and failure modes in multi-agent pipelines—showing where delegation succeeds or breaks down and enabling reproducible evaluation of those interactions. That visibility helps teams design better trust signals and evaluation hooks for agent-to-agent workflows, aligning with the Agent Registry Pattern and ensuring robust collaboration. Human-in-the-Loop supports feedback-driven improvements.

Best For

Researchers and teams prototyping multi-agent document-to-visual workflows and studying agent delegation and output quality. This approach is reinforced by the Hierarchical Multi-Agent Pattern and a clear Hand-off pattern to streamline task transitions.

Applications

  • Convert academic papers into conference posters and slide decks automatically
  • Prototype and test multi-agent delegation patterns for content extraction and layout
  • Analyze failure modes and quality trade-offs in agent-generated visuals and copy
Topics
agentmulti-agent-systemspaperposterpptxtask-automation
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Keywords
multi-agent orchestrationagent delegationpaper-to-postermulti-agent