2 papers
cs.CL2026
Large Language Models for Math Education in Low-Resource Languages: A Study in Sinhala and Tamil
Sukumar Kishanthan, Kumar Thushalika, Buddhi Jayasekara +1
Large language models (LLMs) have achieved strong results in mathematical reasoning, and are increasingly deployed as tutoring and learning support tools in educational settings. H…
cs.LG2025
Deep Learning Meets Oversampling: A Learning Framework to Handle Imbalanced Classification
Sukumar Kishanthan, Asela Hevapathige
Despite extensive research spanning several decades, class imbalance is still considered a profound difficulty for both machine learning and deep learning models. While data oversa…