Named entity recognition (NER) is the task to identify mentions of rigid designators from text belonging predefined semantic types such as person, location, organization etc. NER always serves foundation for many natural language applications question answering, summarization, and machine translation. Early systems got a huge success in achieving good performance with cost human engineering des...