Ravinga Perera

student

A final year undergraduate at the Department of Computer Science and Engineering, University of Moratuwa. My research interests include Machine Learning, Natural Language Processing, and Data Science.

I'm working on the project English to Sinhala Neural Machine Translation.

Brief Description of Project

This project is about developing an NMT system using Transformer architecture for the under-resourced,  domain-specific English to Sinhala translation task. The translation quality is improved by exploring effective ways of incorporating Part-of-Speech (POS) information and subword techniques.

Link to Paper - https://ieeexplore.ieee.org/abstract/document/9310462

Team Members - Thilakshi Fonseka, Rashmini Naranpanawa