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PosterMELD system generates editable scientific posters from papers

Researchers have developed PosterMELD, a novel multi-agent system designed to automatically generate editable, print-ready scientific posters from research papers. This system improves upon existing methods by focusing on template capacity and employing a pipeline of specialized agents that include vision-language model review for error correction. PosterMELD achieves an 81.3% Print-Ready Rate, significantly outperforming previous approaches like P2P and PosterGen, while maintaining native editability at a low cost of $0.38 per request. The project also includes open-sourced code, templates, and evaluation tools. AI

IMPACT Automates the creation of scientific posters, potentially improving dissemination and accessibility of research findings.

RANK_REASON This is a research paper detailing a new system for generating scientific posters. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

PosterMELD system generates editable scientific posters from papers

COVERAGE [1]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

    Scientific poster construction compresses a long multimodal paper into a readable, editable canvas. Existing systems hide request-level failures by scoring only completed outputs; direct image generation is not element-editable, while coding-agent workflows are costly. PosterMELD…