Depth-Gated LSTM
Table 1: BLEU scores in BTEC Chinese to English machine translation task
['[BOLD] Depth', '[BOLD] GRU', '[BOLD] LSTM', '[BOLD] DGLSTM']
We therefore don’t include the simple RNN results in this paper. We compared DGLSTM with GRU and LSTM. All these models used 200-dimension hidden layer. We varied the depth of RNNs. that DGLSTM outperforms LSTM and GRU in all of the tested depths.