Research Article

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

Table 3

The performance of improved partial learning.

ModelDataECNewsBC

LSTM-CRFHand52.6565.8761.66
LSTM-CRFHand + FA51.2161.2171.31
LSTM-CRF-PAHand + PA51.9169.5471.53
LSTM-IPAHand + IPA59.1175.0975.18