Figure 3.

Precision, recall, and F1 score for each kind of entity: (A) reason, (B) drug, and (C) adverse drug reaction (ADR). CRF: conditional random field; BERT: Bidirectional Encoder Representations from Transformers; bi-LSTM: bidirectional long short-term memory.