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Fig. 5 | BMC Bioinformatics

Fig. 5

From: Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels

Fig. 5

Bi-LSTM component with variational dropout (depicted by colored & dashed connections). Bi-suffix in the component name stands for the bi-directional which means there exist two identical LSTM modules running on a given input on different directions. Concatenation of extracted features of LSTMs are the output of this component. Intuition behind this is to utilize the information exist in the rest of a given sequence since single LSTM extracts latent information using only elements in the sequence before that one

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