context-dependent DBN model achieves a slightly better F-score than the Pair HMMs for the first 200 suggestions of transliteration pairs using the models.
we found out that an increase in recall resulted in a faster drop of precision for the context-dependent DBN model compared to the drop for the Pair HMMs.