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Table 13 

Comparison of bilingual lexicon induction accuracies using (1) matching canonical correlation analysis (MCCA), (2) our supervised discriminative model using only contextual and orthographic features, and (3) our supervised discriminative model using our complete feature set. Accuracy is measured as the percent of test set translations that are correctly matched by each model's full bipartite matching.

ModelAccuracy (%)
MCCA 15.1 
Discriminative Model w/ Context and Orthographic Features Only 24.3 
Discriminative Model w/ All Features 42.3 
ModelAccuracy (%)
MCCA 15.1 
Discriminative Model w/ Context and Orthographic Features Only 24.3 
Discriminative Model w/ All Features 42.3 
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