A Unified Model Using Distantly Supervised Data and Cross-Domain Data in NER

Table 5

Test results for PARE model in no hand-annotated data.

Model	Data	EC	News	BC
LSTM-PA	DS	21.78	6.30	10.34
LSTM-CRF	CD	51.60	50.98	36.36
SHA-IPA	DS + CD	53.54	62.93	57.54
PARE	DS RE + CD RE	56.41	65.44	60.65