Abstract
Machine translation has grown very rapidly in recent times due to the developments in big data, artificial intelligence, and cloud computing software and techniques. The first generation of Rule-Based Machine Translation has been replaced by fourth generation of Neural Machine Translation based on complex deep learning and networking models. Translation models have also undergone tremendous changes. The traditional translation model fails to meet the needs of the modern language service industry. There still exists doubt whether Translation technologies could enhance the quality in the translation of non-technical texts. So far no one has discussed the application of the technologies in the translation of IMTFE Transcripts. This paper aims to prove that translation technologies can be applied to the translation of IMTFE Transcripts which the author works on. By analyzing the text features of IMTFE Transcripts, and applying different translation technologies in the translation, the author finds that the quality and efficiency of translation have been greatly enhanced. It is concluded that translation technologies can be used to facilitate translation of texts of different kinds. In spite of their drawbacks, translators can still benefit a lot from the adoption of translation technologies.
Highlights
1.1 Background of the StudyAfter Japan was defeated in the Second World War in 1945, The Allied Power established the International Military Tribunal for the Far East in Tokyo, to try Japanese war criminals in accordance with the Cairo Declaration 1943, the Potsdam Proclamation, and the International Military Tribunal for the Far East Charter
This paper aims to prove that translation technologies can be applied to the translation of IMTFE Transcripts which the author works on
Machine translation is the application of artificial intelligence in the field of translation and which is known as the jewel in the crown of artificial intelligence
Summary
1.1 Background of the StudyAfter Japan was defeated in the Second World War in 1945, The Allied Power established the International Military Tribunal for the Far East (hereinafter referred to as IMTFE) in Tokyo, to try Japanese war criminals in accordance with the Cairo Declaration 1943, the Potsdam Proclamation, and the International Military Tribunal for the Far East Charter. After the establishment of IMTFE from May 1946 to November 1948, which lasted about two and half years with a total of 817 Trail sessions (in this paper a session refers to one day). Of those 7 convicted Class A criminals were sentenced to death penalty, 16 convicted Class A war criminals were sentenced to life imprisonment, and 2 convicted Class A war criminals were sentenced to imprisonment for 20 years and 7 years respectively. Sutskever et al (2014) proposed a sequence-to-sequence model This is a general framework that uses neural networks to map one sequence to another, and uses neural networks for machine translation. China’s Internet giants such as Baidu, Youdao, Sougou launched their own neural machine translation engines, each with its own special and outstanding features
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