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20172026
most citedScientific production in the era of Large Language Models

72 citations · 80 across the 6 of their papers we have counts for

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5 papers · 1 filter

cs.DL2026★ 72 cited

Scientific production in the era of Large Language Models

Keigo Kusumegi, Xinyu Yang, Paul Ginsparg +3

Large Language Models (LLMs) are rapidly reshaping scientific research. We analyze these changes in multiple, large-scale datasets with 2.1M preprints, 28K peer review reports, and…

cs.DL2021

Loss of New Ideas: Potentially Long-lasting Effects of the Pandemic on Scientists

Jian Gao, Yian Yin, Kyle R. Myers +2

Extensive research has documented the immediate impacts of the COVID-19 pandemic on scientists, yet it remains unclear if and how such impacts have shifted over time. Here we compa…

cs.DL2021

Adaptability and the Pivot Penalty in Science and Technology

Ryan Hill, Yian Yin, Carolyn Stein +3

Scientists and inventors set the direction of their work amidst an evolving landscape of questions, opportunities, and challenges. This paper introduces a measurement framework to…

cs.DL2021

Science as a Public Good: Public Use and Funding of Science

Yian Yin, Yuxiao Dong, Kuansan Wang +2

Knowledge of how science is consumed in public domains is essential for a deeper understanding of the role of science in human society. While science is heavily supported by public…

cs.DL2020

Scientific elite revisited: Patterns of productivity, collaboration, authorship and impact

Jichao Li, Yian Yin, Santo Fortunato +1

Throughout history, a relatively small number of individuals have made a profound and lasting impact on science and society. Despite long-standing, multi-disciplinary interests in…