Improving the Quality of Neural Machine Translation Through Proper Translation of Name Entities

05/12/2023

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by   radhika sharma, et al.

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In this paper, we have shown a method of improving the quality of neural machine translation by translating/transliterating name entities as a preprocessing step. Through experiments we have shown the performance gain of our system. For evaluation we considered three types of name entities viz person names, location names and organization names. The system was able to correctly translate mostly all the name entities. For person names the accuracy was 99.86 names the accuracy was 99.05