PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf
Researchers have developed PaperMentor, a novel writing assistant designed to help early-career scholars improve their AI research papers. This human-centered system integrates expert advice with specialized agents to provide actionable feedback directly within Overleaf, distinguishing itself from basic grammar checkers. In a user study, PaperMentor's comments were rated highly actionable and valid, significantly outperforming a GPT-5.2 baseline. AI
IMPACT Provides a specialized AI tool to improve the quality and efficiency of academic writing for AI researchers.