Instead of storing the detailed sentences or translation history, we propose to generate representations containing global monolingual and bilingual contextual information with Local Coordinate Coding (LCC) (Yu et al., 2009).
for solution (1), the hidden states of NMT encoder are coded by a linear combination of a set of anchor points in an unsupervised manner.