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Table 6: 

Improving NER models using gazetteers. The result is only for 3 Tags: PER, ORG, & LOC. Models trained for 50 epochs. Result is an average over 5 runs.

Methodamhhauibokinlugluopcmswawolyoravg
CNN-BiLSTM-CRF 50.31 84.64 81.25 60.32 75.66 68.93 62.60 77.83 61.84 66.48 68.99 
+ Gazetteers 49.51 85.02 80.40 64.54 73.85 65.44 66.54 80.16 62.44 65.49 69.34 
Methodamhhauibokinlugluopcmswawolyoravg
CNN-BiLSTM-CRF 50.31 84.64 81.25 60.32 75.66 68.93 62.60 77.83 61.84 66.48 68.99 
+ Gazetteers 49.51 85.02 80.40 64.54 73.85 65.44 66.54 80.16 62.44 65.49 69.34 
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