Summary: Social media text such as Twitter holds information regarding various important aspects. Extraction of such information serves as the basis for the most preliminary task in Natural Language Processing called Entity extraction. Entities are real world elements or objects such as Person names, Organization names, Product names, Location names. Entities are often referred to as Named ...