In line with previous work on NMT on long sentences (Bahdanau et al., 2015;Li et al., 2017), we see a significant deterioration in BLEU for longer  sentences for all systems.
although the parse2seq model outperformed the seq2seq model overall, it does worse than seq2seq for sentences containing more than 30 words.