I am using OpenNLP models for Name-entity recognition, but the problem is that it will only recognize US and UK based names (foreign names), so I need to recognize Indian names.
How is it possible?
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NER solutions tend to be domain-specific, using either hardcoded word lists as signals(features) and/or internal letter structure of the named entities.
UK/USA names are similar among themselves and also to other European names, as lots of popular USA names and surnames come from non-English European immigrants. Indian names are significantly different, and commonly used lists of names/surnames and training data corpora generally do not include much or any Indian-specific data.
To solve your problem, you would need to train a specialized NER model based on data suitable for your particular domain.
Peteris
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is there any other option for recognized Indian names entity ? likes other opensource tools etc.. @peteris – Sagar Patel Mar 18 '16 at 05:00