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Table 8.

Did authors reuse an existing human-labeled data set (external), create a new human-labeled data set (original), or both?

 CountProportion
Only external 58 56.31% 
Only original 29 28.16% 
Original and external 8.74% 
Unsure/no information (but can assume original) 6.80% 
Subtotal: assumed to include some original human labeling 45 43.69% 
Total of applicable papers (assumed to use human-labeled training data) 103 100.00% 
Nonapplicable papers 97 – 
 CountProportion
Only external 58 56.31% 
Only original 29 28.16% 
Original and external 8.74% 
Unsure/no information (but can assume original) 6.80% 
Subtotal: assumed to include some original human labeling 45 43.69% 
Total of applicable papers (assumed to use human-labeled training data) 103 100.00% 
Nonapplicable papers 97 – 
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