11 citations · 11 across the 2 of their papers we have counts for
3 papers
BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification
Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga +1
This research provides the first comprehensive analysis of the performance of pre-trained language models for Sinhala text classification. We test on a set of different Sinhala tex…
Dual-State Capsule Networks for Text Classification
Piyumal Demotte, Surangika Ranathunga
Text classification systems based on contextual embeddings are not viable options for many of the low resource languages. On the other hand, recently introduced capsule networks ha…
Sentiment Analysis for Sinhala Language using Deep Learning Techniques
Lahiru Senevirathne, Piyumal Demotte, Binod Karunanayake +2
Due to the high impact of the fast-evolving fields of machine learning and deep learning, Natural Language Processing (NLP) tasks have further obtained comprehensive performances f…