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Table 5 
Configurations with best performances on EN-comp and on EN-compExt. Best performances are measured on EN-comp and the corresponding configurations are applied to EN-compExt.
DSMWordFormWindowSizeDimensionρ EN-compρ EN-compExt
PPMI–SVD surface 1 + 1 250 0.655 0.692 
PPMI–TopK lemmaPoS 8 + 8 1,000 0.624 0.680 
PPMI–thresh lemmaPoS 8 + 8 750 0.688 0.675 
glove lemmaPoS 8 + 8 500 0.637 0.670 
lexvec lemmaPoS 8 + 8 250 0.646 0.685 
w2v–cbow surface+ 1 + 1 750 0.716 0.731 
w2v–sg surface+ 1 + 1 750 0.726 0.733 
DSMWordFormWindowSizeDimensionρ EN-compρ EN-compExt
PPMI–SVD surface 1 + 1 250 0.655 0.692 
PPMI–TopK lemmaPoS 8 + 8 1,000 0.624 0.680 
PPMI–thresh lemmaPoS 8 + 8 750 0.688 0.675 
glove lemmaPoS 8 + 8 500 0.637 0.670 
lexvec lemmaPoS 8 + 8 250 0.646 0.685 
w2v–cbow surface+ 1 + 1 750 0.716 0.731 
w2v–sg surface+ 1 + 1 750 0.726 0.733 
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