How to get the NER for complete names

Course Q&A Natural Language Processing NLP with Sequence Models
1

In the current assignment, the program gives two Named Identities for Peter Navarro. However, Spacy could give a single named entity for “Peter Navarro”. How can we adjust our model to make this change.

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Hi @Amit_Gairola1

Usually that is accomplished with the labels. The Peter would be B-per and Navarro I-per. After getting these predictions it is up to you if you want to combine them or not (in your case you would combine them in post processing to get the Peter Navarro).

Cheers

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How would a library like Spacy do it?

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I’m not very familiar with spacy but I’m pretty sure the fundamentals are the same. The output or presentation might be user friendly and customized but the the underlying models are the same.

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