Machine Translation System for Indian Language: Survey

A method known as Machine Translation (MT) is computer software to transform texts from the source language into the target language, with the source language serving as the input and the target language as the output. MT plays an important role in the advancement of communication technologies. After the discovery of the MT, communication technology has been improved. Communication became easy across the world. Early on in the development of the MT, research progressed slowly. Initially, Rule-based and Corpus-based MT technology was employed; however, as time went on, technology transfer took place, and Neural MT's popularity grew. There has been a lot of research in this area, however, most of the models created are for top-level languages, those spoken by many people, whereas research for low-level languages, those spoken by fewer people, is scarce. In this paper, different approaches to MT are discussed. Below is a discussion of various MT models, along with their techniques and limitations, for the future of MT.