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Questions tagged [named-entity-recognition]

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Do we have to use the IOB format on labels in the NER dataset? If so, why?

Do we have to use the IOB format on labels in the NER dataset (such as B-PERSON, I-PERSON, etc.) instead of using the usual format (PERSON, ORGANIZATION, etc.)? If so, why? How will it affect the ...
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Is it possible to create a named entity recognition system without using POS tagging in the corpus?

Is it possible to create a named entity recognition system without using POS tagging in the corpus?
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What are the main ideas behind NER?

Named entity recognition (NER), also known as entity chunking/extraction, is a popular technique used in information extraction to identify and segment the named entities and classify or categorize ...