CBOW vs skip-gram vs fastText on text8 · GloVe 6B as reference · neighbours, analogies, a 2-D map
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Analogy accuracy = share of the Google analogy questions answered exactly (top-1), asked over each model's 30,000 most frequent words. WordSim-353 = rank correlation with human similarity ratings.