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Table 5: 
Relative F-score error reduction of a selection of dependency types for each refinement step on the concatenation of UD Treebanks (with UDify as the initial parser).
Dependency Typet = 1t = 2t = 3
goeswith +57.83% +0.00% +2.61% 
aux +66.04% +3.04% +3.12% 
cop +48.17% +2.21% +3.01% 
mark +44.97% +2.44% +0.00% 
amod +45.58% +2.33% +0.00% 
det +34.48% +0.00% +2.63% 
acl +33.01% +0.89% +0.00% 
xcomp +33.33% +0.80% +0.00% 
nummod +28.50% +0.00% +1.43% 
advcl +29.53% +1.26% +0.25% 
dep +22.48% +2.02% +0.37% 
Dependency Typet = 1t = 2t = 3
goeswith +57.83% +0.00% +2.61% 
aux +66.04% +3.04% +3.12% 
cop +48.17% +2.21% +3.01% 
mark +44.97% +2.44% +0.00% 
amod +45.58% +2.33% +0.00% 
det +34.48% +0.00% +2.63% 
acl +33.01% +0.89% +0.00% 
xcomp +33.33% +0.80% +0.00% 
nummod +28.50% +0.00% +1.43% 
advcl +29.53% +1.26% +0.25% 
dep +22.48% +2.02% +0.37% 
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