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Transliteration disambiguation on Transliteration disambiguation Dataset (Set 2)

93.89F1 ScoreFine-tuned BERT
30.689247.097163.50579.9129Jul 12, 2025

Evaluation results

MethodLinks
Fine-tuned BERTSystem=Perera et al. (2025)2025.0793.89
Sinhala BERTSystem=Perera et al. (2025)2025.0792.09
N-gram + Rule-basedSystem=Sumanathilaka et al. (2023)2025.0737.73
Rule-basedSystem=Real-Time Unicode Converter (2006)2025.0733.33
GRU + Rule-basedSystem=Dharmasiri and Sumanathilaka (2024)2025.0733.12