As described above, our FOFE-based local detection approach for NER, called FOFE-NER hereafter, is motivated by the way how human actually infers whether a word segment in text is an entity or mention, where the entity types of the other entities in the same sentence is not a must.
the dependency between adjacent entities is fairly weak in NER.