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Table 2 

Percent of WMT systems using each optimization method, including all systems, or systems that achieved the best results on at least one language pair.

WMT All2011 BestWMT All2012 BestWMT All2013 BestWMT All2014 Best
MERT 80 100 79 100 68 25 63 50 
MIRA 20 75 27 50 
Ranking 
Softmax 
Risk 
None 17 17 
WMT All2011 BestWMT All2012 BestWMT All2013 BestWMT All2014 Best
MERT 80 100 79 100 68 25 63 50 
MIRA 20 75 27 50 
Ranking 
Softmax 
Risk 
None 17 17 
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