A link-bridged topic model for cross-domain document classification

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Pei Yang, Wei Gao, Qi Tan, Kam-Fai Wong

Published: 2013, Last Modified: 21 Jan 2026Inf. Process. Manag. 2013EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We propose a Link-Bridged Topic model for cross-domain document classification.•LBT utilizes an auxiliary link network to discover the co-citation relationship.•LBT combines the content information and link structures into a graphical model.•LBT outperforms both multi-view learning and single-view transfer baselines.