Jurnal Teknik Elektro dan Komputasi (ELKOM)
Vol 6, No 1 (2024): ELKOM

English Indonesia-Chan: OPUS-MT Powered Chatbot

Lasama, Jerry (Unknown)
Sudianto, Sudianto (Unknown)
Ramadhani, Rafian (Unknown)
Hilmawan, Muhammad David (Unknown)
Aldean, Muhammad Yusril (Unknown)
Satria, Muhammad Adhan Hady (Unknown)



Article Info

Publish Date
04 May 2024

Abstract

The COVID-19 pandemic has shown an increasing trend of digital platform users on social media such as Whatsapp, Facebook, Instagram, and Discord. The social media that is widely used to communicate massively is Discord. Discord already has 250 million registered active users from various countries worldwide. However, users from various countries create language differences when communicating. So we need a method for translating foreign languages, especially English to Indonesian, easily and quickly to make communication more understandable. This study aims to create a Discord chatbot that translates English sentences into Indonesian. The method built in the chatbot is designed using the MarianNMT model for language translation and the English corpus dataset from Open Parallel corPUS (OPUS). The model was trained using 15 epochs and obtained evaluation results with a loss of 0.0047.

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Journal Info

Abbrev

ELKOM

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering Engineering Mechanical Engineering

Description

ELKOM “Jurnal Teknik Elektro dan Komputasi” diterbitkan oleh Universitas Muhammadiyah Jember dan dikelola oleh Program Studi Teknik Elektro Universitas Muhammadiyah Jember. ELKOM terbit 2 kali dalam setahun. Artikel yang dimuat adala artikel hasil penelitian atau systematic literature review ...