We conducted a set of experiments to show the effectiveness of RNN Encoder-Decoder model<cite> (Cho et al., 2014b</cite>; Sutskever et al., 2014) in the task of machine transliteration using standard benchmark datasets provided by NEWS 2015-16 shared task .