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Table 5 Comparison with different methods

From: A sui generis QA approach using RoBERTa for adverse drug event identification

Methods

P

R

F1

CNN + Global features [22]

64.00

62.90

63.40

BiLSTM + SDP [10]

67.50

75.80

71.40

SpERT [15]

77.77

79.96

78.84

Our model (end-to-end)

88.37

84.44

86.36