A final year Computer Science and Engineering undergraduate, who is motivated to explore novel technologies and willing to accept challenges. I'm interested in exploring the fields of Machine Learning, Natural Language Processing, and Data Science. I always try to enhance my skills and knowledge by engaging in challenging projects while learning continuously.
I'm working on the project English to Sinhala Neural Machine Translation.
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, Ravinga Perera
