To provide a reasonable coverage of the cognate pairs, we further specify the demand constraint j f j,t = D with a given hyperparameter D. We note that the edit distance cost plays an essential role of complementing the neural model.
neural seq2seq models are notoriously inadequate at capturing insertions and deletions, contributing to many issues of overgeneration or undergeneration in NMT (Tu et al., 2016).