Efficient Estimation of Word Representations in Vector Space
Table 5: Comparison of models trained for three epochs on the same data and models trained for one epoch. Accuracy is reported on the full Semantic-Syntactic data set.
['Model', 'Vector Dimensionality', 'Training words', 'Accuracy [%]', 'Accuracy [%]', 'Accuracy [%]', 'Training time [days]']
For experiments reported further, we used just one training epoch (again, we decrease the learning rate linearly so that it approaches zero at the end of training).