Learning Numeral Embedding
Table 9: Training speed for each methods.
['Method', 'SOM', 'GMM', 'NumAsTok', 'D-LSTM', 'Fixed']
The batch size is set to 2048 for all the methods. Our methods are slower than NumAsTok but are faster than D-LSTM.