A Wind of Change:Detecting and Evaluating Lexical Semantic Changeacross Times and Domains
Table 3: Best and mean ρ scores across similarity measures (CD, LND, JSD) on semantic representations.
['[BOLD] Dataset', '[BOLD] Representation', '[BOLD] best', '[BOLD] mean']
SGNS is clearly the best vector space model, even though its mean performance does not outperform other representations as clearly as its best performance. Regarding count models, PPMI and SVD show the best results.