In summary our contributions are: (a) We automatically construct a bilingual lexicon of NEs paired with the transliteration/translation decisions in two domains.
we construct a classification-based framework to automate this decision, evaluate our classifier both in the limited news and the diverse wikipedia domains, and achieve promising accuracy.