Skip to Main Content
Table 6

Top-N Acc for each word embedding model.

ModelTop-N Accuracy
N = 1N = 5N = 10
PPMI.w2 0.14 0.42 0.57 
PPMI.synf 0.14 0.46 0.61 
PPMI.synt 0.10 0.36 0.54 
GloVe 0.18 0.43 0.58 
SGNS.w2 0.19 0.49 0.64 
SGNS.synf 0.20 0.55 0.71 
SGNS.synt 0.23 0.57 0.74 
FastText 0.20 0.53 0.70 
ELMo 0.22 0.50 0.68 
BERT 0.30 0.59 0.76 
Random 0.00 0.01 0.01 
ModelTop-N Accuracy
N = 1N = 5N = 10
PPMI.w2 0.14 0.42 0.57 
PPMI.synf 0.14 0.46 0.61 
PPMI.synt 0.10 0.36 0.54 
GloVe 0.18 0.43 0.58 
SGNS.w2 0.19 0.49 0.64 
SGNS.synf 0.20 0.55 0.71 
SGNS.synt 0.23 0.57 0.74 
FastText 0.20 0.53 0.70 
ELMo 0.22 0.50 0.68 
BERT 0.30 0.59 0.76 
Random 0.00 0.01 0.01 
Close Modal

or Create an Account

Close Modal
Close Modal