A user tried NER tagging using Spacy in two cases but failed to get the desired output.

676    Asked by EmmaCornish in Data Science , Asked on Dec 21, 2019
Answered by Emma Cornish

Case1.


Case2.


This happens because Spacy learns from the contextual structure of the sentence. It considers the surrounding words of the entities and assumes whether it is a person, organization or a place. Let us take an example




Here , ‘Anwarvic’ is used in three cases in three ways which is why Spacy predicted three different types of entities. In the last case, ‘awesome’ is used before the entity which is a generic adjective which describes almost anything. This is why Spacy is confused in the last case.



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