Generative Adversarial Network-Based Short Sequence Machine Translation from Chinese to English

Table 1

BLEU scores of different methods incorporating data generalization.

Method	NIST02	NIST03	NIST04	NIST05	NIST06	AVG
RNNSearch	26.2	21.7	19.0	18.4	19.7	21
RNNSearch_G	29.7	22.73	21.9	19.7	22.1	22.9
Transformer	23.4	24.2	23.5	21.6	20.6	22.8
Transformer_G	24.6	24.33	25.7	20.5	21.2	23.5
Proposed	31.2	28.6	26.2	26.8	25.3	28.2