A BioBERT-plus-GCN model using the full dependency adjacency matrix gives mixed results across BioNLP event extraction tasks, beating some baselines on Genia11 but losing on Genia13.
In: International Joint Conference on Artificial Intelligence (2020)
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Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks
A BioBERT-plus-GCN model using the full dependency adjacency matrix gives mixed results across BioNLP event extraction tasks, beating some baselines on Genia11 but losing on Genia13.