A multi-agent GPT-4o framework for editing scientific PDFs reports higher semantic consistency, layout fidelity, and instruction adherence than three baselines on DocEditBench.
Visual in-context learning for large vision-language models,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
REJECT 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
DocRefine: An Intelligent Framework for Scientific Document Understanding and Content Optimization based on Multimodal Large Model Agents
A multi-agent GPT-4o framework for editing scientific PDFs reports higher semantic consistency, layout fidelity, and instruction adherence than three baselines on DocEditBench.