A Graph Convolutional Network-Based Method for Chemical-Protein Interaction Extraction: Algorithm Development.

Our model can obtain more information from the dependency graph than previously proposed models. Experimental results suggest that it is competitive to state-of-the-art methods and significantly outperforms other methods on the ChemProt corpus, which is the benchmark data set for CPI extraction.