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English(EN) Merit or networks? What decides where research is published

大型语言模型评估器揭示研究发表取决于功劳和人脉

作者 PulseAugur 编辑部 · [3 个来源] ·

一项发表在arXiv上的新研究以经济学为案例，调查了影响研究论文在著名期刊上发表的因素。研究人员开发了一个基于大型语言模型的评估器，可以直接从文本评估论文质量，独立于作者的人脉关系。研究结果表明，虽然执行质量至关重要，但想法质量和作者人脉也起着重要作用，其中人脉关系具有轻微优势，尤其是在期刊选择性最高的顶尖期刊中。 AI

影响 提供了一种评估研究质量的新颖方法，可能影响学术出版标准以及人工智能在科学评估中的作用。

排序理由 分析研究发表因素的学术论文，使用了大型语言模型。

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

大型语言模型评估器揭示研究发表取决于功劳和人脉

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Research
分析研究发表因素的学术论文，使用了大型语言模型。
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3 independent sources
Multiple independent publishers reporting the same story raises confidence that it's real and newsworthy.
Topics
paper, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
92 days old
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+1 source(s) since last score
New sources have picked up this story since our last re-score. Score will update on the next scoring pass.

完整方法见我们的编辑标准。

报道来源 [3]

  1. arXiv cs.AI TIER_1 English(EN) · Ning Li ·

    功劳还是人脉？什么决定了研究的发表地点

    arXiv:2606.03763v1 Announce Type: cross Abstract: Does scientific publishing reward the quality of ideas or the advantage of connections? The question is universal to prestige-driven science, yet it has resisted decades of study because a paper's quality could not be gauged ahead…

  2. arXiv cs.AI TIER_1 English(EN) · Ning Li ·

    功劳还是人脉？什么决定了研究的发表地点

    Does scientific publishing reward the quality of ideas or the advantage of connections? The question is universal to prestige-driven science, yet it has resisted decades of study because a paper's quality could not be gauged ahead of its publication fate without using that fate a…

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    功劳还是人脉？什么决定了研究的发表地点

    Does scientific publishing reward the quality of ideas or the advantage of connections? The question is universal to prestige-driven science, yet it has resisted decades of study because a paper's quality could not be gauged ahead of its publication fate without using that fate a…

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