Entity Recognition in Bengali language

Entity Recognition concept came from NER system. In NER name specifics entities are detected from documents like name of city, state, Country, organization, person, location, sport, river, quantity etc. Whereas Entity Recognition detects all the entities presents in a documents to help the improvement of the performance of some high level NLP tasks like Question Answering, Auto Summarization, Machine Translation, Information Retrieval. In this paper our main objective is to perform Entity Recognition in Natural languages CRF. We will use POS tagging and Named entity Recognition with our own tag set to perform this task.