WordSimilarity-353 Test Collection (State of the art)

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0.75 Spearman rank correlation http://www.cs.technion.ac.il/~gabr/papers/ijcai-2007-sim.pdf

0.65 Spearman rank correlation http://nlp.stanford.edu/~lmthang/data/papers/conll13_morpho.pdf

Table of results

Algorithm Reference Spearman's rho
HSMN+csmRNN Luong et al. (2013) 0.646


Luong, Minh-Thang, Richard Socher, and Christopher D. Manning. (2013) Better word representations with recursive neural networks for morphology. CoNLL-2013: 104.

See also