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Table 2 

Comparison of our unsupervised system OUR with the state-of-the-art unsupervised, semi-supervised, and supervised systems, where SBest is the best NEWS10 system, SJD is the unsupervised system of Sajjad et al. (2011), GR is the supervised system of Kahki et al. (2011), and DBN is the semi-supervised system of Nabende (2011). Noeman and Madkour (2010) have the best English/Arabic NEWS10 system. For all other language pairs, Jiampojamarn et al. (2010)'s system was the best in NEWS10.

Unsupervised(Semi-) supervised systems
OURSJDSBestGRDBN
English/Arabic 92.4 87.4 91.5 94.1 
English/Hindi 95.7 92.2 92.4 93.2 95.5 
English/Tamil 93.2 90.1 91.4 95.5 93.9 
English/Russian 79.4 76.0 87.5 92.3 82.5 
Unsupervised(Semi-) supervised systems
OURSJDSBestGRDBN
English/Arabic 92.4 87.4 91.5 94.1 
English/Hindi 95.7 92.2 92.4 93.2 95.5 
English/Tamil 93.2 90.1 91.4 95.5 93.9 
English/Russian 79.4 76.0 87.5 92.3 82.5 
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