An Overview of the Basic NLP Resources Towards Building the Assamese-English Machine Translation

Authors

Nibedita Roy
Department of Computer Science and Engineering, Central Institute of Technology Kokrajhar, Kokrajhar-783370
Apurbalal Senapati
Department of Computer Science and Engineering, Central Institute of Technology Kokrajhar, Kokrajhar-783370

Synopsis

Machine Translation (MT) is the process of automatically converting one natural language into another, preserving the exact meaning of the input text to the output text. It is one of the classical problems in the Natural Language Processing (NLP) domain and there is a wide application in our daily life. Though the research in MT in English and some other language is relatively in an advanced stage, but for most of the languages, it is far from the human-level performance in the translation task. From the computational point of view, for MT a lot of preprocessing and basic NLP tools and resources are needed. This study gives an overview of the available basic NLP resources in the context of Assamese-English machine translation.

ICTCon2021
Published
July 12, 2021
Online ISSN
2582-3922