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Mining microbe-disease interactions from literature via a transfer learning model

September 2021 Chengkun Wu, Xinyi Xiao, Canqun Yang, Jinxiang Chen, Jiacai Yi, Yanlong Qiu BMC Bioinformatics
Text Mining Transfer Learning Microbe-Disease Interaction

This paper presents a transfer learning framework for extracting microbe-disease interactions from biomedical literature. The model improves relation mining performance under limited labeled data and supports automated knowledge discovery from large-scale text corpora.