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Table 4: 
Results on the 5-class sentiment classification by 10-fold cross validation on the Yelp reviews.
ModelCriteria
PrecisionRecallMacro-F1Micro-F1
JTW 0.5713±.021 0.5639±.014 0.5599±.016 0.7339±.015 
ELMo 0.6091±.005 0.6053±.001 0.6056±.002 0.7610±.005 
BERT 0.6293±.014 0.5952±.006 0.6041±.012 0.7626±.005 
JTW-ELMo 0.6286±.008 0.6110 ±.004 0.6168 ±.008 0.7783±.004 
JTW-BERT 0.6354±.014 0.6081±.009 0.6045±.014 0.7806 ±.005 
ModelCriteria
PrecisionRecallMacro-F1Micro-F1
JTW 0.5713±.021 0.5639±.014 0.5599±.016 0.7339±.015 
ELMo 0.6091±.005 0.6053±.001 0.6056±.002 0.7610±.005 
BERT 0.6293±.014 0.5952±.006 0.6041±.012 0.7626±.005 
JTW-ELMo 0.6286±.008 0.6110 ±.004 0.6168 ±.008 0.7783±.004 
JTW-BERT 0.6354±.014 0.6081±.009 0.6045±.014 0.7806 ±.005 
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