十年间顶尖AI会议论文与作者激增，超产学者现象引关注
Publication Trends in Artificial Intelligence Conferences: The Rise of Super Prolific Authors
- 分析11个顶级AI会议8.7万篇论文，追踪十年发表趋势
- 发现每年有数十篇论文出自同一作者，超产现象持续增长
- 呼吁改革署名政策，保障青年研究者权益，促进科研可持续
发表于顶级会议的论文推动了现代人工智能领域的突破性进展。我们分析了过去十年中11个AI会议的87,137篇论文，揭示了论文数量和作者数量的持续增长，反映出对人工智能研究日益浓厚的兴趣。同时观察到一批高产研究人员的兴起，他们每年在同一大会上发表数十篇论文。基于此分析，人工智能研究社区应重新审视作者署名政策，解决公平性问题，并评估初级研究人员的工作负担，以营造更可持续、包容的研究环境。
原文摘要 · Abstract (English)
Papers published in top conferences contribute influential discoveries that are reshaping the landscape of modern Artificial Intelligence (AI). We analyzed 87,137 papers from 11 AI conferences to examine publication trends over the past decade. Our findings reveal a consistent increase in both the number of papers and authors, reflecting the growing interest in AI research. We also observed a rise in prolific researchers who publish dozens of papers at the same conference each year. In light of this analysis, the AI research community should consider revisiting authorship policies, addressing equity concerns, and evaluating the workload of junior researchers to foster a more sustainable and inclusive research environment.
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