Fig. 1From: Drug knowledge discovery via multi-task learning and pre-trained modelsThe architecture of our method. We start by splitting the PubMed abstract into sentences, tagging them as words, and extracting several features, such as POS tags. NER offsets and entity identification are then performed based on the BERT-based approach, and finally the relationship of each potential entity pair is predictedBack to article page