Family history information extraction via deep joint learning

Table 3 Performance of the pipeline method and the joint method

Subtask	Method	Three types			Five types
Subtask	Method	P	R	F1	P	R	F1
FM information Extraction	Pipeline	0.8566	0.9100	0.8825	0.8457	0.9183	0.8805
FM information Extraction	Joint	0.8775	0.9030	0.8901	0.8617	0.9058	0.8832
Relation Extraction	Pipeline	0.5556	0.5773	0.5662	0.5976	0.6247	0.6109
Relation Extraction	Joint	0.5654	0.5794	0.5723	0.6327	0.6392	0.6359

ISSN: 1472-6947