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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.DL2026
A large-scale dataset of sub-institution name disambiguation and hierarchical structures from OpenAlex
Zhentao Liang, Jin Mao, Gang Li
Accurate attribution of scholarly work to specific sub-institutional units, such as schools or departments of a university, is crucial for granular research assessment and policyma…
cs.DL2025★ 2 cited
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…