3 papers
cs.DL2025
Using language models to label clusters of scientific documents
Dakota Murray, Chaoqun Ni, Weiye Gu +1
Automated label generation for clusters of scientific documents is a common task in bibliometric workflows. Traditionally, labels were formed by concatenating distinguishing charac…
physics.soc-ph2025
Tenure and Research Trajectories
Giorgio Tripodi, Xiang Zheng, Yifan Qian +4
Tenure is a cornerstone of the US academic system, yet its relationship to faculty research trajectories remains poorly understood. Conceptually, tenure systems may act as a select…
cs.DL2024
The origin, consequence, and visibility of criticism in science
Bingsheng Chen, Dakota Murray, Yixuan Liu +1
Critique between peers plays a vital role in the production of scientific knowledge. Yet, there is limited empirical evidence on the origins of criticism, its effects on the papers…