tokens: Conversely I could implement a Memento pattern by cloning the object in memory and keeping a reference to the copy and then copying the state back if the object needs reverting .
ner_tags: O O O O O B-Algorithm I-Algorithm 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