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IJBRA
2008

Extracting Protein-Protein Interactions from MEDLINE using the Hidden Vector State model

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Extracting Protein-Protein Interactions from MEDLINE using the Hidden Vector State model
: A major challenge in text mining for biomedicine is automatically extracting protein-protein interactions from the vast amount of biomedical literature. We have constructed an information extraction system based on the Hidden Vector State (HVS) model for protein-protein interactions. The HVS model can be trained using only lightly annotated data whilst simultaneously retaining sufficient ability to capture the hierarchical structure. When applied in extracting protein-protein interactions, we found that it performed better than other established statistical methods and
Deyu Zhou, Yulan He, Chee Keong Kwoh
Added 12 Dec 2010
Updated 12 Dec 2010
Type Journal
Year 2008
Where IJBRA
Authors Deyu Zhou, Yulan He, Chee Keong Kwoh
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