A Survey of Machine Translation Tasks on Nigerian Languages

被引:0
|
作者
Nwafor, Ebelechukwu [1 ]
Andy, Anietie [2 ]
机构
[1] Villanova Univ, Dept Comp Sci, Villanova, PA 19085 USA
[2] Univ Penn, Penn Med, Philadelphia, PA 19104 USA
关键词
Machine translation; low-resource languages;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Machine translation is an active area of research that has received a significant amount of attention over the past decade. With the advent of deep learning models, the translation of several languages has been performed with high accuracy and precision. In spite of the development in machine translation techniques, there is very limited work focused on translating low-resource African languages, particularly Nigerian languages. Nigeria is one of the most populous countries in Africa with diverse language and ethnic groups. In this paper, we survey the current state of the art of machine translation research on Nigerian languages with a major emphasis on neural machine translation techniques. We outline the limitations of research in machine translation on Nigerian languages and propose future directions in increasing research and participation.
引用
收藏
页码:6480 / 6486
页数:7
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