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Table 4: 
Results on the CoNLL-2009 test sets for Chinese, German, and Spanish.
ChinesePRF
Björkelund et al. (2010) 82.4 75.1 78.6 
Roth and Lapata (2016) 83.2 75.9 79.4 
Marcheggiani and Titov (2017) 84.6 80.4 82.5 
He et al. (2018) 84.2 81.5 82.8 
Ours 85.5 81.8 83.6 
 
German P R F 
Björkelund et al. (2010) 81.2 78.3 79.7 
Roth and Lapata (2016) 81.8 78.5 80.1 
Ours 83.9 81.5 82.7 
 
Spanish P R F 
Björkelund et al. (2010) 78.9 74.3 76.5 
Roth and Lapata (2016) 83.2 77.4 80.2 
Marcheggiani et al. (2017) 81.4 79.3 80.3 
Ours 83.1 80.5 81.8 
ChinesePRF
Björkelund et al. (2010) 82.4 75.1 78.6 
Roth and Lapata (2016) 83.2 75.9 79.4 
Marcheggiani and Titov (2017) 84.6 80.4 82.5 
He et al. (2018) 84.2 81.5 82.8 
Ours 85.5 81.8 83.6 
 
German P R F 
Björkelund et al. (2010) 81.2 78.3 79.7 
Roth and Lapata (2016) 81.8 78.5 80.1 
Ours 83.9 81.5 82.7 
 
Spanish P R F 
Björkelund et al. (2010) 78.9 74.3 76.5 
Roth and Lapata (2016) 83.2 77.4 80.2 
Marcheggiani et al. (2017) 81.4 79.3 80.3 
Ours 83.1 80.5 81.8 
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