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Table 4

The correlation between the treated concept and the label for each experiment we run (Balanced, Gentle, and Aggressive). For each experiment we present the correlation on the full data set (train, dev, and test combined).

Treated ConceptLabelConcept-Label Correlation
BalancedGentleAggressive
Adjectives Sentiment 0.056 0.400 0.760 
Topic Sentiment 0.002 0.046 0.127 
Gender POMS 0.001 0.074 0.245 
Race POMS 0.005 0.069 0.242 
Treated ConceptLabelConcept-Label Correlation
BalancedGentleAggressive
Adjectives Sentiment 0.056 0.400 0.760 
Topic Sentiment 0.002 0.046 0.127 
Gender POMS 0.001 0.074 0.245 
Race POMS 0.005 0.069 0.242 
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