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Transliteration disambiguation on Transliteration disambiguation Dataset (Set 1)

96.26F1 ScoreFine-tuned BERT
31.738448.489265.2481.9908Jul 12, 2025

Evaluation results

MethodLinks
Fine-tuned BERTSystem=Perera et al. (2025)2025.0796.26
Sinhala BERTSystem=Perera et al. (2025)2025.0796.01
N-gram + Rule-basedSystem=Sumanathilaka et al. (2023)2025.0736.03
Rule-basedSystem=Real-Time Unicode Converter (2006)2025.0734.3
GRU + Rule-basedSystem=Dharmasiri and Sumanathilaka (2024)2025.0734.22