The Helsinki Neural Machine Translation System\ThanksThe software is available from https://github.com/robertostling/hnmt under the GNU General Public License version 3.
Table 8: HNMT official results on English–Chinese language pair news translation task.
['[ITALIC] newstest 2017', 'BLEU']
All the models are trained by a hybrid character–word level encoder and a character-level decoder. The final submissions are generated by ensembles with parameters averaging. The manual evaluation ranked our system in a shared last place (shared with four other systems) for Chinese–English, while it was ranked #9 better than two unconstrained online systems) for English–Chinese.