From Table 2, we can observe that on De-En task, Group RNNSearch models achieve comparable or better BLEU score compared with the RNNSearch but with much less number of parameters.
with group number 2 and 4, we achieve about 28% and 43% parameter reduction of recurrent layers respectively.