Before revision:  Much effort has been paid on improving the capability of the model by taking advantage of neural attention mechanism , either in learning compound representation, or learning the interaction between protein representation and compound representation .
After revision:  Much effort has focused on the compound representation or the information extraction from the compound-protein interaction to improve the model capability by taking the advantage of the neural attention mechanism , either in learning compound representation, or learning the interaction between protein representation and compound representation .