Research Article
A Unified Model Using Distantly Supervised Data and Cross-Domain Data in NER
Table 3
The performance of improved partial learning.
| Model | Data | EC | News | BC |
| LSTM-CRF | Hand | 52.65 | 65.87 | 61.66 | LSTM-CRF | Hand + FA | 51.21 | 61.21 | 71.31 | LSTM-CRF-PA | Hand + PA | 51.91 | 69.54 | 71.53 | LSTM-IPA | Hand + IPA | 59.11 | 75.09 | 75.18 |
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