Some existing work alleviates this problem by directly incorporating coverage or fertility mechanisms to an NMT model (Tu et al., 2016;Feng et al., 2016;Kong et al., 2019).
the problem is that attention weights based coverage calculation for NMT is insensitive and sometimes even inaccurate to translation errors.