Utilizing Multilingual Encoders to Improve Large Language Models for Low-Resource Languages. - Imalsha Puranegedara; Themira Chathumina; Nisal Ranathunga; Nisansa de Silva; Surangika Ranathunga; Mokanarangan Thayaparan (CoRR, 2025)