In our previous research, we identified that NMT systems are sensitive to systematic noise that can be found in the parallel data (Pinnis et al., 2017a).
additionally to the filters used for SMT systems, for NMT systems Tilde MT performs also the following filtering steps to ensure that the parallel corpora are filtered more strictly (Pinnis et al., 2017c): 1.