Research Article
A Unified Model Using Distantly Supervised Data and Cross-Domain Data in NER
Table 4
The performance of using cross-domain data by reinforcement learning method.
| Model | Data | EC | News | BC |
| CD-SHA | Hand + 0% CD | 52.65 | 65.87 | 61.66 | CD-SHA | Hand + 25% CD | 62.01 | 68.98 | 71.43 | CD-SHA | Hand + 50% CD | 64.47 | 71.44 | 74.07 | CD-SHA | Hand + 75% CD | 65.94 | 73.06 | 78.86 | CD-SHA | Hand + 100% CD | 65.44 | 73.51 | 78.23 | CD-RL | Hand + CD RE | 67.46 | 78.69 | 78.92 |
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