NER meaning in General ?

Answer: What is Named Entity Recognition mean?

Named-entity recognition (NER) (also known as (named) entity identification, entity chunking, and entity extraction) is a subtask of information extraction that seeks to locate and classify named entities mentioned in unstructured text into pre-defined categories such as person names, organizations, locations, medical codes, time expressions, quantities, monetary values, percentages, etc.

Most research on NER/NEE systems has been structured as taking an unannotated block of text, such as this one:

Jim bought 300 shares of Acme Corp. in 2006.

And producing an annotated block of text that highlights the names of entities:

[Jim]Person bought 300 shares of [Acme Corp.]Organization in [2006]Time.

In this example, a person name consisting of one token, a two-token company name and a temporal expression have been detected and classified.

State-of-the-art NER systems for English produce near-human performance. For example, the best system entering MUC-7 scored 93.39% of F-measure while human annotators scored 97.60% and 96.95%.

reference

Full Form	Category
New England Research	Academic & Science
National Engineering Register	Academic & Science
Net Enrollment Rate	Academic & Science
Neryungri	Airport Code
Newcor, Inc.	Business
Not Educationally Related	Community
Network Edge Router	Computing
Niger	Country ISO Code
Ninetyeast Ridge	Earth Science
Named Entity Recognizer	General
Nucleotide Excision Repair	General
National Equipment Register	General
Net Effective Rent	General
New England Region	General
New Entrant Reserve	General
New Entrants Reserve	General
Net Enrolment Rate	General
Net Enrolment Ratio	General
North Eastern Region	General
North East Region	General
Nominal Exchange Rates	General
Name Entity Recognition	General
Number of Equivalent Residues	General
New England Review	General
New England Ropes	General
Net Effective Rate	General
Non Existent Relationship	General
Named Entity Recognition	General
New England Recycling	Governmental
Net Energy Ratio	Governmental
Network of Economic Regulators	Governmental
National Electricity Rule (National elecricity Regulation)	Governmental
National Evaluation Report	Governmental
North Eastern Railroad	Governmental
North Eastern Railway	Indian Ministry of Railways
No Evidence of Recurrence	Medical
Neucleotide Excision Repair	Medical
Neryungri, Russia	Regional
Nominal Exchange Rate	Regional