tokens: Providing both an abstract base class and an interface allows the greatest latitude by implementers of your abstraction , again , as long as you do n't require something happens by an implementer of the interface .
ner_tags: O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O