Table 1 shows that 1-LAYER-BISEQ2SEQ obtains better results than the strong BASELINE.
1-LAYER-BISEQ2SEQ improves the baselines with 0.3+ BLEU in both cases of ATT and NON-ATT, indicating the usefulness of using bidirectional architecture.