本地AI预先筛选医学稿件，人工双盲复核兜底，透明可控的审稿新思路
arXiv:2608.14625v1 Announce Type: cross Abstract: Academic peer review is under mounting strain: NeurIPS 2025 received 21,575 submissions, ICLR 2025 r…
大模型评审能否取代人类同行评议？这项研究用数据揭示两者契合度，为AI辅助科研评审提供参考。
arXiv:2608.03659v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to generate scientific reviews, yet existing evalua…
用人工智能自动审核论文？缺乏严格评估就上马，风险极高。这份立场文件用实证对比敲响警钟。
arXiv:2605.03202v2 Announce Type: replace Abstract: Large language models offer a tempting solution to address the peer review crisis. This position p…
大模型当审稿人？一文厘清LLM同行评审的方法、基准与可靠性挑战。
arXiv:2606.25057v1 Announce Type: new Abstract: The rapid growth of scientific submissions has pushed traditional peer review toward its scalability l…