资讯
Surviving the paper deluge: Notes from an ICRA panel on publishing, LLMs, and the future of peer review
📌 概要
ICRA机器人大会举办题为"在论文洪流中生存"的专题讨论，多位知名机器人学者探讨当前论文数量爆炸式增长的困境，涉及出版量数据、大语言模型在写作与审稿中的利弊，以及对重构同行评审机制的大胆设想。
⚡ 关键要点
- ▸机器人论文发表量激增，学术出版已陷入"洪流"困境
- ▸LLM既可辅助写作与评审，也带来质量与诚信风险
- ▸学界提出重构同行评审机制的激进方案以应对危机
A recent ICRA panel titled “Surviving the Paper Deluge” brought together leading robotics researchers who have grappled with the overwhelming number of robotics papers being published today. The discussion ranged from hard numbers on publication growth, through the promises and risks of large language models (LLMs), to radical proposals for reshaping peer review as we […]