3 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.CL2025
Scale-Free Graph-Language Models
Jianglin Lu, Yixuan Liu, Yitian Zhang +1
Graph-language models (GLMs) have demonstrated great potential in graph-based semi-supervised learning. A typical GLM consists of two key stages: graph generation and text embeddin…
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…