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Table 2: 
Performance using Macro-F1% on automatically created Wikipedia test set; models with the symbol † are significantly (p < 0.05) different from the best system in each task using the approximate randomization test (Noreen, 1989).
SystemsSentencesDocuments
en zh en zh 
Major 2.81 5.99 3.81 4.41 
L-LDA 38.52 37.09 63.10 58.74 
HierNet 30.01 37.26 75.00 68.56 
MilNet 37.12 44.37 50.90 69.45 
 
DetNet1ℋ 47.93 51.31 74.91 72.85 
DetNet2ℋ 47.89 52.50 75.47 71.96 
DetNet* 54.37 55.88 76.48 74.24 
SystemsSentencesDocuments
en zh en zh 
Major 2.81 5.99 3.81 4.41 
L-LDA 38.52 37.09 63.10 58.74 
HierNet 30.01 37.26 75.00 68.56 
MilNet 37.12 44.37 50.90 69.45 
 
DetNet1ℋ 47.93 51.31 74.91 72.85 
DetNet2ℋ 47.89 52.50 75.47 71.96 
DetNet* 54.37 55.88 76.48 74.24 
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