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Table 6 

Spearman correlation (ρ × 100) on SCWS. Best result per column in bold. Results significantly worse than the best (bold) result are marked † for α = 0.05 and ‡ for α = 0.10 (one-tailed Z-test).

AvgSimAvgSimC
Huang et al. (2012) 62.8 65.7 
Tian et al. (2014) – 65.4 
Neelakantan et al. (2014) 67.2 69.3 
Chen, Liu, and Sun (2014) 66.2 68.9 
 
words (word2vec) 66.7 66.7 
synsets 63.2 63.5 
lexemes 68.3 70.2 
AvgSimAvgSimC
Huang et al. (2012) 62.8 65.7 
Tian et al. (2014) – 65.4 
Neelakantan et al. (2014) 67.2 69.3 
Chen, Liu, and Sun (2014) 66.2 68.9 
 
words (word2vec) 66.7 66.7 
synsets 63.2 63.5 
lexemes 68.3 70.2 
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