Our experiments show that crf models with carefullydesigned features can identify mentions of named entities (organizations, persons, locations and miscellaneous) in Bulgarian text with fairly high accuracy, even without features containing domain-specific knowledge.
such features, which in our framework take the form of membership in a gazetteer, simple common endings for personal names and location entities, and rich morpho-syntactic tagsets, can lead to improved system performance.