Document-level medical relation extraction via edge-oriented graph neural network based on document structure and external knowledge.

The proposed SKEoG method achieves new state-of-the-art performance. Both document structure and external knowledge can bring performance improvement in the EoG framework. Selecting proper methods for knowledge node representation is also very important.