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Vicomtech at eHealth-KD Challenge 2020: Deep End-to-End Model for Entity and Relation Extraction in Medical Text - García-Pablos et al. - 2020

images/vicomtech_eHealth.png

tl;dr

A single end-to-end deep neural network with pre-trained BERT models, which models the whole problem jointly. It has achieved the first position in the main scenario of the competition and top-3 in the rest of scenarios.