activity
20202026
most citedUnsupervised embedding of trajectories captures the latent structure of scientific migration

23 citations · 28 across the 5 of their papers we have counts for

collaborators

5 papers

cs.DL2026

Citing Less Critically: LLMs Reshape the Rhetoric and Reach of Scientific Citation

Yixuan Liu, Lin Chen, Zhuoqi Liu +2

Scientific citations carry rhetorical intent. Scholars may cite prior work positively (supporting), negatively (contrasting), or neutrally (mentioning). As large language models (L…

cs.DL2025★ 4 cited

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…

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…

physics.soc-ph2024★ 1 cited

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.LG2020★ 23 cited

Unsupervised embedding of trajectories captures the latent structure of scientific migration

Dakota Murray, Jisung Yoon, Sadamori Kojaku +4

Human migration and mobility drives major societal phenomena including epidemics, economies, innovation, and the diffusion of ideas. Although human mobility and migration have been…