Table 6 

MAP scores of composition methods on the relpron development and test sets using Skip-Gram vectors.

MethodDevelopmentTest
SPLF 0.496 0.497 
Addition 0.496* 0.472* 
PLF 0.444 0.433* 
FPLF 0.405 0.387* 
RPTensor 0.380 0.354 
 
VArg 0.448 0.397 
Vhn 0.219 0.204 
MethodDevelopmentTest
SPLF 0.496 0.497 
Addition 0.496* 0.472* 
PLF 0.444 0.433* 
FPLF 0.405 0.387* 
RPTensor 0.380 0.354 
 
VArg 0.448 0.397 
Vhn 0.219 0.204 
*

Significantly higher than next lowest result (p < 0.05).

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