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LLM evaluator reveals research publication hinges on merit and networks

A new study published on arXiv investigates the factors influencing research paper publication in prestigious journals, using economics as a case study. Researchers developed an LLM-based evaluator to assess paper quality directly from text, independent of author connections. The findings indicate that while execution quality is paramount, idea quality and author connections also play significant roles, with connections offering a slight advantage, particularly at the highest tiers of journal selectivity. AI

IMPACT Provides a novel method for evaluating research quality, potentially influencing academic publishing standards and AI's role in scientific evaluation.

RANK_REASON Academic paper analyzing research publication factors using an LLM.

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 3 sources. How we write summaries →

LLM evaluator reveals research publication hinges on merit and networks

COVERAGE [3]

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

    Merit or networks? What decides where research is published

    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 ·

    Merit or networks? What decides where research is published

    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) ·

    Merit or networks? What decides where research is published

    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…