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Proteins are the functional subunits of a cell which interact with each other to carry out biological processes. Protein interaction networks form the backbone of the research in molecular and systems biology. Although there are available methods to mine protein interactions and their detection methods from the biological literature, the accuracy of these methods is quite low. In this study, we applied...