Author

Nevidu Jayatilleke

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Conference Aug 2026

LMSpell: Spell Correction with Pre-Trained Language Models

Spell correction is still a challenging problem for many languages, especially low-resource languages (LRLs). While pre-trained language models (PLMs) have been employed for spell correction, there has been no proper comparison across PLMs. We present the first empirical study on the effectiveness of the three types of...

Akesh Gunathilake, N. Karunarathna, Tharusha Bandaranayake et al. · Moratuwa Engineering Researc... · 0 citations

#natural language process... Preprint Sep 2026

Dynamics of meaning: Towards the Evaluation of Diachronic Semantic Change in Sinhala

Tracking semantic change in low-resource languages across extensive historical timelines presents significant challenges due to data scarcity and the limitations of static embedding alignments. This study investigates the diachronic evolution of the Sinhala language from the 13th to the 20th century using a multi-stage...

Nevidu Jayatilleke, Nisansa de Silva · 0 citations