Technology of NiuTrans Open Source Statistical Machine Translation System

In the contemporary environment that emphasizes cultural exchange, machine translation systems have been increasingly used and have a considerable position today. However, machine translation systems are not always perfect, and there are many problems in translation work. So this article hopes to solve some problems with conventional machine translation systems through the open source statistical machine translation system of NiuTrans. Finally, through comparative statistics, it is found that the average accuracy of the NiuTrans system is 92.75%. The conventional translation system is only 83.58%. In addition, this article also concludes by comparing and discussing with multilingual mechanisms, and finds that the NiuTrans system has higher work efficiency compared to this advanced technology. That is to say, through two comparative experiments, this article can conclude that the method proposed in this article can improve the translation accuracy and work efficiency of the translation system.