Research Article

A Multitask Deep Learning Framework for DNER

Table 2

Numbers of the annotated entities in DDI2013 set.

TypeTrainTest
DrugBankMedLineTotalDrugBankMedLineTotal

Drug9901 (63%)1745 (63%)11646 (63%)180 (59%)171 (44%)351 (51%)
Brand1824 (12%)42 (1.5%)1866 (10%)53 (18%)6 (2%)59 (8%)
Group3901 (25%)324 (12%)4225 (23%)65 (21%)90 (24%)155 (23%)
Drug_n130 (1%)635 (23%)765 (4%)6 (2%)115 (30%)121 (18%)
Total15756274618502304382686