2 papers
cs.DL2026
From citation intent to knowledge contribution: Classifying what cited papers actually contribute
Zhibang Quan, Zhentao Liang, Ming Ma +3
Understanding the flow and evolution of scientific knowledge is essential for assessing research impact. Existing citation analysis methods mainly focus on citing authors' subjecti…
cs.DL2025
Citation importance-aware document representation learning for large-scale science mapping
Zhentao Liang, Nees Jan van Eck, Xuehua Wu +2
Effective science mapping relies on high-quality representations of scientific documents. As an important task in scientometrics and information studies, science mapping is often c…