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Table 5 

MAP scores of Lexical, Arithmetic, and Frobenius algebra methods on the relpron development set using Count, Count-SVD, and Skip-Gram vectors, and relational verb matrices.

MethodCountCount-SVDSkip-Gram
Lexical  0.272 0.386 0.347 
 0.138 0.179 0.176 
 
Arithmetic  0.364 0.123 0.181 
 0.386 0.442 0.496 
 0.331 0.407 0.401 
 0.339 0.425 0.450 
 0.231 0.229 0.264 
 
Categorial Frobenius 0.277 0.023 0.030 
MethodCountCount-SVDSkip-Gram
Lexical  0.272 0.386 0.347 
 0.138 0.179 0.176 
 
Arithmetic  0.364 0.123 0.181 
 0.386 0.442 0.496 
 0.331 0.407 0.401 
 0.339 0.425 0.450 
 0.231 0.229 0.264 
 
Categorial Frobenius 0.277 0.023 0.030 
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